Christos Davatzikos
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Engineering Computer Science
Christos Davatzikos's Degrees
- PhD Electrical Engineering University of Pennsylvania
- Masters Electrical Engineering University of Pennsylvania
- Bachelors Electrical Engineering University of Patras
Why Is Christos Davatzikos Influential?
(Suggest an Edit or Addition)According to Wikipedia, Christos Davatzikos is the Wallace T. Miller Sr. Professor of Radiology at the University of Pennsylvania was named Fellow of the Institute of Electrical and Electronics Engineers in 2014 for contributions to automatic analysis and interpretation of biomedical multi-dimensional data.
Christos Davatzikos's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features (2017) (1471)
- Deformable Medical Image Registration: A Survey (2013) (1327)
- Longitudinal Magnetic Resonance Imaging Studies of Older Adults: A Shrinking Brain (2003) (1302)
- HAMMER: hierarchical attribute matching mechanism for elastic registration (2002) (1126)
- The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping. (2020) (974)
- Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity (2017) (666)
- Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme (2009) (650)
- Effect of Intensive vs Standard Blood Pressure Control on Probable Dementia: A Randomized Clinical Trial (2019) (639)
- Imaging cortical association tracts in the human brain using diffusion‐tensor‐based axonal tracking (2002) (591)
- Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification (2011) (540)
- Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge (2014) (490)
- Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline (2008) (490)
- Longitudinal pattern of regional brain volume change differentiates normal aging from MCI (2009) (441)
- Classifying spatial patterns of brain activity with machine learning methods: Application to lie detection (2005) (439)
- Effects of intensive glucose lowering on brain structure and function in people with type 2 diabetes (ACCORD MIND): a randomised open-label substudy (2011) (436)
- Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI (2009) (434)
- Voxel-Based Morphometry Using the RAVENS Maps: Methods and Validation Using Simulated Longitudinal Atrophy (2001) (424)
- A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages (2017) (419)
- Spatial Transformation and Registration of Brain Images Using Elastically Deformable Models (1997) (416)
- Neuroimaging of the Philadelphia Neurodevelopmental Cohort (2014) (414)
- Why voxel-based morphometric analysis should be used with great caution when characterizing group differences (2004) (414)
- Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition. (2009) (408)
- DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting (2011) (395)
- Computer-assisted imaging to assess brain structure in healthy and diseased brains (2003) (391)
- Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging (2008) (377)
- COMPARE: Classification of Morphological Patterns Using Adaptive Regional Elements (2007) (371)
- Association of hearing impairment with brain volume changes in older adults (2014) (350)
- Morphological classification of brains via high-dimensional shape transformations and machine learning methods (2004) (349)
- A computerized approach for morphological analysis of the corpus callosum. (1996) (347)
- Multiplicative intrinsic component optimization (MICO) for MRI bias field estimation and tissue segmentation. (2014) (319)
- Structural and functional biomarkers of prodromal Alzheimer's disease: A high-dimensional pattern classification study (2008) (315)
- Linked Sex Differences in Cognition and Functional Connectivity in Youth. (2015) (305)
- Accelerated brain aging in schizophrenia and beyond: a neuroanatomical marker of psychiatric disorders. (2014) (305)
- White matter hyperintensities and imaging patterns of brain ageing in the general population. (2016) (285)
- An active contour model for mapping the cortex (1995) (285)
- Segmentation of prostate boundaries from ultrasound images using statistical shape model (2003) (275)
- Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities. (2005) (274)
- Linked dimensions of psychopathology and connectivity in functional brain networks (2017) (270)
- Puberty-related influences on brain development (2006) (263)
- Using a deformable surface model to obtain a shape representation of the cortex (1995) (255)
- Hierarchical active shape models, using the wavelet transform (2003) (252)
- Imaging patterns predict patient survival and molecular subtype in glioblastoma via machine learning techniques. (2016) (251)
- Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index. (2009) (247)
- Computer-assisted segmentation of white matter lesions in 3D MR images using support vector machine. (2008) (246)
- An image-driven parameter estimation problem for a reaction–diffusion glioma growth model with mass effects (2008) (246)
- Image registration based on boundary mapping (1996) (241)
- Spatial normalization of 3D brain images using deformable models. (1996) (238)
- Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI (2008) (237)
- A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises (2020) (229)
- GLISTR: Glioma Image Segmentation and Registration (2012) (216)
- Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth (2013) (213)
- Sex differences in anatomic measures of interhemispheric connectivity: correlations with cognition in women but not men. (1998) (210)
- Quantitative assessment of structural image quality (2018) (208)
- Association of Intensive vs Standard Blood Pressure Control With Cerebral White Matter Lesions. (2019) (207)
- An adaptive-focus statistical shape model for segmentation and shape modeling of 3-D brain structures (2001) (204)
- Functional Maturation of the Executive System during Adolescence (2013) (201)
- Right ventricle segmentation from cardiac MRI: A collation study (2015) (201)
- Nonlinear elastic registration of brain images with tumor pathology using a biomechanical model [MRI] (1999) (198)
- Neurodegeneration across stages of cognitive decline in Parkinson disease. (2011) (194)
- MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection (2016) (183)
- Multi-atlas skull-stripping. (2013) (183)
- Imaging patterns of brain development and their relationship to cognition. (2015) (179)
- Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan (2019) (177)
- Common and Dissociable Dysfunction of the Reward System in Bipolar and Unipolar Depression (2015) (176)
- Very High-Resolution Morphometry Using Mass-Preserving Deformations and HAMMER Elastic Registration (2003) (175)
- Detecting Neuroimaging Biomarkers for Schizophrenia: A Meta-Analysis of Multivariate Pattern Recognition Studies (2015) (174)
- Past adult lead exposure is linked to neurodegeneration measured by brain MRI (2006) (172)
- Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI (2009) (171)
- High-dimensional pattern regression using machine learning: From medical images to continuous clinical variables (2010) (163)
- Classification of Structural Images via High-Dimensional Image Warping, Robust Feature Extraction, and SVM (2005) (158)
- Hippocampus volume loss due to chronic heavy drinking. (2006) (156)
- Spatial normalization of diffusion tensor fields (2003) (156)
- Alzheimer's disease pattern of brain atrophy predicts cognitive decline in Parkinson's disease. (2012) (156)
- Impact of puberty on the evolution of cerebral perfusion during adolescence (2014) (154)
- The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification (2021) (151)
- A Framework for Callosal Fiber Distribution Analysis (2002) (148)
- Clinical and multimodal biomarker correlates of ADNI neuropathological findings (2013) (147)
- The five factors of personality and regional cortical variability in the baltimore longitudinal study of aging (2013) (146)
- Mitigating head motion artifact in functional connectivity MRI (2018) (146)
- Measuring Size and Shape of the Hippocampus in MR Images Using a Deformable Shape Model (2002) (144)
- Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of MR images. (2008) (142)
- Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights (2014) (140)
- Deformable registration of cortical structures via hybrid volumetric and surface warping (2003) (140)
- Cognitive function and brain structure in persons with type 2 diabetes mellitus after intensive lowering of blood pressure and lipid levels: a randomized clinical trial. (2014) (138)
- Heterogeneity of neuroanatomical patterns in prodromal Alzheimer’s disease: links to cognition, progression and biomarkers (2016) (136)
- Early recognition and disease prediction in the at-risk mental states for psychosis using neurocognitive pattern classification. (2012) (133)
- Plasma clusterin concentration is associated with longitudinal brain atrophy in mild cognitive impairment (2012) (130)
- An Adaptive-Focus Deformable Model Using Statistical and Geometric Information (2000) (128)
- Semi-supervised pattern classification of medical images: Application to mild cognitive impairment (MCI) (2011) (127)
- GRAM: A framework for geodesic registration on anatomical manifolds (2010) (126)
- Postmenopausal hormone therapy and regional brain volumes (2009) (126)
- Machine learning in neuroimaging: Progress and challenges (2019) (126)
- Individualized differential diagnosis of schizophrenia and mood disorders using neuroanatomical biomarkers. (2015) (125)
- Common Dimensional Reward Deficits Across Mood and Psychotic Disorders: A Connectome-Wide Association Study. (2017) (122)
- Unaffected Family Members and Schizophrenia Patients Share Brain Structure Patterns: A High-Dimensional Pattern Classification Study (2008) (119)
- Structural Brain Abnormalities in Youth With Psychosis Spectrum Symptoms. (2016) (118)
- HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework (2017) (118)
- MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide. (2020) (117)
- Measuring temporal morphological changes robustly in brain MR images via 4-dimensional template warping (2004) (116)
- Radiomic MRI signature reveals three distinct subtypes of glioblastoma with different clinical and molecular characteristics, offering prognostic value beyond IDH1 (2018) (116)
- Integration and relative value of biomarkers for prediction of MCI to AD progression: Spatial patterns of brain atrophy, cognitive scores, APOE genotype and CSF biomarkers☆☆☆ (2013) (115)
- Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification (2013) (113)
- Emerging Applications of Artificial Intelligence in Neuro-Oncology. (2019) (112)
- Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome (2018) (112)
- Individual Variation in Functional Topography of Association Networks in Youth (2020) (111)
- Depressive symptoms and brain volumes in older adults: a longitudinal magnetic resonance imaging study. (2009) (111)
- Epidermal Growth Factor Receptor Extracellular Domain Mutations in Glioblastoma Present Opportunities for Clinical Imaging and Therapeutic Development. (2018) (110)
- Finding parametric representations of the cortical sulci using an active contour model (1997) (109)
- Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning. (2020) (108)
- Using a statistical shape model to extract sulcal curves on the outer cortex of the human brain (2002) (108)
- Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals (2018) (106)
- Is the spatial distribution of brain lesions associated with closed-head injury predictive of subsequent development of attention-deficit/hyperactivity disorder? Analysis with brain-image database. (1999) (103)
- A framework for predictive modeling of anatomical deformations (2001) (102)
- Patterns of coordinated cortical remodeling during adolescence and their associations with functional specialization and evolutionary expansion (2017) (102)
- Advanced brain aging: relationship with epidemiologic and genetic risk factors, and overlap with Alzheimer disease atrophy patterns (2016) (101)
- Correspondence between in vivo 11C-PiB-PET amyloid imaging and postmortem, region-matched assessment of plaques (2012) (101)
- Imaging Surrogates of Infiltration Obtained Via Multiparametric Imaging Pattern Analysis Predict Subsequent Location of Recurrence of Glioblastoma. (2016) (101)
- Deformable Registration of Glioma Images Using EM Algorithm and Diffusion Reaction Modeling (2011) (100)
- Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization (2015) (100)
- Combining Generative Models for Multifocal Glioma Segmentation and Registration (2014) (99)
- Cross‐sectional and longitudinal association of body mass index and brain volume (2014) (99)
- ORBIT: A Multiresolution Framework for Deformable Registration of Brain Tumor Images (2008) (98)
- Vascular Factors and Multiple Measures of Early Brain Health: CARDIA Brain MRI Study (2015) (94)
- Deformable registration of brain tumor images via a statistical model of tumor-induced deformation (2006) (94)
- Unsupervised Learning of Functional Network Dynamics in Resting State fMRI (2013) (93)
- Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms (2006) (92)
- Neuronal injury biomarkers and prognosis in ADNI subjects with normal cognition (2014) (91)
- Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping (2006) (91)
- Biomarkers for Early Detection of Alzheimer Pathology (2007) (90)
- Nonlinear Association Between Cerebrospinal Fluid and Florbetapir F-18 β-Amyloid Measures Across the Spectrum of Alzheimer Disease. (2015) (89)
- Hierarchical Matching of Cortical Features for Deformable Brain Image Registration (1999) (89)
- Imaging genomics in cancer research: limitations and promises. (2016) (87)
- GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation (2015) (86)
- Motion artifact in studies of functional connectivity: Characteristics and mitigation strategies (2019) (86)
- Automated morphometric study of brain variation in XXY males (2004) (85)
- Degenerative age changes in white matter connectivity visualized in vivo using magnetic resonance imaging. (2002) (85)
- Evaluation of non-negative matrix factorization of grey matter in age prediction (2018) (85)
- Diffusion Tensor Image Registration Using Tensor Geometry and Orientation Features (2008) (84)
- Volumetric Analysis from a Harmonized Multisite Brain MRI Study of a Single Subject with Multiple Sclerosis (2017) (83)
- Identifying Sparse Connectivity Patterns in the brain using resting-state fMRI (2015) (82)
- Spatiotemporal maturation patterns of murine brain quantified by diffusion tensor MRI and deformation-based morphometry (2005) (80)
- Optimized prostate biopsy via a statistical atlas of cancer spatial distribution (2004) (80)
- Pattern analysis of dynamic susceptibility contrast-enhanced MR imaging demonstrates peritumoral tissue heterogeneity. (2014) (80)
- Estimating topology preserving and smooth displacement fields (2004) (79)
- In vivo evaluation of EGFRvIII mutation in primary glioblastoma patients via complex multiparametric MRI signature (2018) (79)
- Measuring Brain Lesion Progression with a Supervised Tissue Classification System (2008) (78)
- Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease (2016) (78)
- Sex differences in the effect of puberty on hippocampal morphology. (2014) (78)
- White matter hyperintensities are more highly associated with preclinical Alzheimer's disease than imaging and cognitive markers of neurodegeneration (2016) (78)
- Finite Element Modeling of Brain Tumor Mass-Effect from 3D Medical Images (2005) (78)
- QSIPrep: an integrative platform for preprocessing and reconstructing diffusion MRI data (2020) (77)
- Microglia ablation alleviates myelin-associated catatonic signs in mice (2017) (77)
- Effects of amyloid pathology and neurodegeneration on cognitive change in cognitively normal adults (2018) (75)
- Multilevel Functional Principal Component Analysis for High-Dimensional Data (2011) (75)
- Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth (2009) (75)
- White matter lesions (2018) (75)
- Determining correspondence in 3-D MR brain images using attribute vectors as morphological signatures of voxels (2004) (74)
- CLASSIC: Consistent Longitudinal Alignment and Segmentation for Serial Image Computing (2005) (74)
- Radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma: implications for personalized radiotherapy planning (2018) (73)
- Systematic review of structural and functional neuroimaging findings in children and adults with CKD. (2013) (73)
- Survival Analysis of Patients with High-Grade Gliomas Based on Data Mining of Imaging Variables (2012) (73)
- Heterogeneity of structural brain changes in subtypes of schizophrenia revealed using magnetic resonance imaging pattern analysis. (2015) (72)
- Simulation of tissue atrophy using a topology preserving transformation model (2006) (72)
- Generative-Discriminative Basis Learning for Medical Imaging (2012) (72)
- Quantification of brain maturation and growth patterns in C57BL/6J mice via computational neuroanatomy of diffusion tensor images. (2008) (71)
- In Vivo Detection of EGFRvIII in Glioblastoma via Perfusion Magnetic Resonance Imaging Signature Consistent with Deep Peritumoral Infiltration: The ϕ-Index (2017) (71)
- Functional principal component model for high-dimensional brain imaging (2011) (70)
- Brain and White Matter Hyperintensity Volumes After 10 Years of Random Assignment to Lifestyle Intervention (2016) (69)
- Registering histological and MR images of prostate for image-based cancer detection. (2007) (69)
- Midlife obesity and trajectories of brain volume changes in older adults (2012) (69)
- T1ρ MRI of Alzheimer's disease (2008) (69)
- The Brain Chart of Aging: Machine‐learning analytics reveals links between brain aging, white matter disease, amyloid burden, and cognition in the iSTAGING consortium of 10,216 harmonized MR scans (2020) (68)
- Joint Segmentation and Deformable Registration of Brain Scans Guided by a Tumor Growth Model (2011) (67)
- Low-constant parallel algorithms for finite element simulations using linear octrees (2007) (65)
- A Combined Statistical and Biomechanical Model for Estimation of Intra-operative Prostate Deformation (2002) (65)
- Suspected non-AD pathology in mild cognitive impairment (2015) (65)
- Targeted Prostate Biopsy Using Statistical Image Analysis (2007) (65)
- Correlating Cognitive Decline with White Matter Lesion and Brain Atrophy Magnetic Resonance Imaging Measurements in Alzheimer's Disease. (2015) (64)
- Disentangling Heterogeneity in Alzheimer’s Disease and Related Dementias Using Data-Driven Methods (2020) (64)
- CSF Apo-E levels associate with cognitive decline and MRI changes (2014) (63)
- GraSP: Geodesic Graph-based Segmentation with Shape Priors for the functional parcellation of the cortex (2015) (63)
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 (2018) (62)
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 (2018) (62)
- Modeling Glioma Growth and Mass Effect in 3D MR Images of the Brain (2007) (61)
- Longitudinal ComBat: A Method for Harmonizing Longitudinal Multi-scanner Imaging Data (2019) (61)
- Brain image registration based on curve mapping (1994) (61)
- A Biomechanical Model of Soft Tissue Deformation, with Applications to Non-rigid Registration of Brain Images with Tumor Pathology (1998) (61)
- CLASSIC: Consistent Longitudinal Alignment and Segmentation for Serial Image Computing (2006) (61)
- Early marker for Alzheimer's disease: Hippocampus T1rho (T1ρ) estimation (2009) (60)
- CHIMERA: Clustering of Heterogeneous Disease Effects via Distribution Matching of Imaging Patterns (2016) (59)
- Use of neuroanatomical pattern regression to predict the structural brain dynamics of vulnerability and transition to psychosis (2010) (58)
- Mapping image data to stereotaxic spaces: Applications to brain mapping (1998) (57)
- Vascular risk factors, cerebrovascular reactivity, and the default-mode brain network (2015) (57)
- Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging (2019) (57)
- Imaging signatures of glioblastoma molecular characteristics: A radiogenomics review (2020) (57)
- Investigating machine learning techniques for MRI-based classification of brain neoplasms (2011) (56)
- Effect of Cerebral Embolic Protection Devices on CNS Infarction in Surgical Aortic Valve Replacement: A Randomized Clinical Trial (2017) (55)
- MRI-based classification of brain tumor type and grade using SVM-RFE (2009) (54)
- Morphometric Analysis of Cortical Sulci Using Parametric Ribbons: A Study of the Central Sulcus (2002) (54)
- Heterogeneity of structural and functional imaging patterns of advanced brain aging revealed via machine learning methods (2018) (53)
- A path-planning algorithm for image-guided neurosurgery (1997) (53)
- Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data☆ (2020) (52)
- T1rho (T1ρ) MR imaging in Alzheimer’ disease and Parkinson’s disease with and without dementia (2011) (52)
- Mining lesion-deficit associations in a brain image database (1999) (52)
- Efficient Large Deformation Registration via Geodesics on a Learned Manifold of Images (2009) (52)
- Evidence for Dissociable Linkage of Dimensions of Psychopathology to Brain Structure in Youths. (2019) (51)
- Registering Histological and MR Images of Prostate for Image-Based Cancer Detection (2006) (51)
- Neuroanatomical pattern classification in a population-based sample of first-episode schizophrenia (2013) (51)
- Brain--Tumor Interaction Biophysical Models for Medical Image Registration (2008) (50)
- Histopathology‐validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo‐progression in glioblastoma (2020) (50)
- Semi-supervised cluster analysis of imaging data (2011) (50)
- Population-based MRI atlases of spatial distribution are specific to patient and tumor characteristics in glioblastoma (2016) (50)
- Sex differences in brain aging and predictors of neurodegeneration in cognitively healthy older adults (2019) (49)
- Breast DCE-MRI Kinetic Heterogeneity Tumor Markers: Preliminary Associations With Neoadjuvant Chemotherapy Response1 (2015) (49)
- Neurobiological Divergence of the Positive and Negative Schizophrenia Subtypes Identified on a New Factor Structure of Psychopathology Using Non-negative Factorization: An International Machine Learning Study (2019) (49)
- A robust framework for soft tissue simulations with application to modeling brain tumor mass effect in 3D MR images (2007) (49)
- Association of Midlife Hearing Impairment With Late-Life Temporal Lobe Volume Loss. (2019) (49)
- Statistical Study on Cortical Sulci of Human Brains (2001) (48)
- Interpreting support vector machine models for multivariate group wise analysis in neuroimaging (2015) (48)
- Elevated Markers of Inflammation Are Associated With Longitudinal Changes in Brain Function in Older Adults (2018) (46)
- Semi-supervised Pattern Classification: Application to Structural MRI of Alzheimer's Disease (2011) (46)
- PORTR: Pre-Operative and Post-Recurrence Brain Tumor Registration (2014) (46)
- PROBABILISTIC SEGMENTATION OF BRAIN TUMORS BASED ON MULTI-MODALITY MAGNETIC RESONANCE IMAGES (2007) (46)
- Spatial Patterns of Structural Brain Changes in Type 2 Diabetic Patients and Their Longitudinal Progression With Intensive Control of Blood Glucose (2014) (46)
- Diminished Cortical Thickness Is Associated with Impulsive Choice in Adolescence (2017) (45)
- Cognitive and functional resilience despite molecular evidence of Alzheimer’s disease pathology (2013) (44)
- Relations of brain volumes with cognitive function in males 45 years and older with past lead exposure (2007) (44)
- Detecting Cognitive States from fMRI Images by Machine Learning and Multivariate Classification (2006) (44)
- Neuroanatomical Classification in a Population-Based Sample of Psychotic Major Depression and Bipolar I Disorder with 1 Year of Diagnostic Stability (2014) (43)
- Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma (2017) (43)
- Convexity analysis of active contour problems (1996) (43)
- Multi-Atlas Segmentation of the Prostate: A Zooming Process with Robust Registration and Atlas Selection (2012) (43)
- Non-rigid registration between histological and MR images of the prostate: A joint segmentation and registration framework (2009) (42)
- Lack of association between 11C-PiB and longitudinal brain atrophy in non-demented older individuals (2011) (42)
- Biomechanically-Constrained 4D Estimation of Myocardial Motion (2009) (42)
- Finite element mesh generation and remeshing from segmented medical images (2004) (41)
- Automated tumor volumetry using computer-aided image segmentation. (2015) (41)
- Feature ranking based nested support vector machine ensemble for medical image classification (2012) (41)
- Hypercortisolism in alcohol dependence and its relation to hippocampal volume loss. (2006) (41)
- Three‐Dimensional Sonography With Needle Tracking (2008) (40)
- Change in brain and lesion volumes after CEE therapies (2014) (40)
- Relationship between Plasma Analytes and SPARE-AD Defined Brain Atrophy Patterns in ADNI (2013) (40)
- Morphological appearance manifolds in computational anatomy: Groupwise registration and morphological analysis (2008) (40)
- Sparse Dictionary Learning of Resting State fMRI Networks (2012) (40)
- Longitudinally and inter-site consistent multi-atlas based parcellation of brain anatomy using harmonized atlases (2018) (40)
- On Analyzing Diffusion Tensor Images by Identifying Manifold Structure Using Isomaps (2007) (40)
- Longitudinal brain tumor segmentation prediction in MRI using feature and label fusion (2020) (39)
- A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker (2015) (39)
- PDE-constrained optimization in medical image analysis (2018) (39)
- ODVBA: Optimally-Discriminative Voxel-Based Analysis (2011) (38)
- Characterization of active and infiltrative tumorous subregions from normal tissue in brain gliomas using multiparametric MRI (2018) (38)
- Modifiable vascular risk factors, white matter disease and cognition in early Parkinson's disease (2018) (38)
- Correlation of corpus callosal morphometry with cognitive and motor function in periventricular leukomalacia. (2003) (38)
- Longitudinal imaging pattern analysis (SPARE-CD index) detects early structural and functional changes before cognitive decline in healthy older adults (2012) (37)
- Segmentation of the Left Ventricle Using Distance Regularized Two-Layer Level Set Approach (2013) (37)
- Optimization of energy state transition trajectory supports the development of executive function during youth (2018) (37)
- The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up (2020) (37)
- APOE, thought disorder, and SPARE‐AD predict cognitive decline in established Parkinson's disease (2018) (37)
- Effect of diabetes on brain structure: the action to control cardiovascular risk in diabetes MR imaging baseline data. (2014) (37)
- Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework (2016) (37)
- A Comparative Study of Biomechanical Simulators in Deformable Registration of Brain Tumor Images (2008) (37)
- Intima-Media Thickness and Regional Cerebral Blood Flow in Older Adults (2010) (37)
- Addressing Confounding in Predictive Models with an Application to Neuroimaging (2016) (36)
- Quantification of facial expressions using high-dimensional shape transformations (2005) (36)
- A novel 2D-3D registration algorithm for aligning fluoro images with 3D pre-op CT/MR images (2006) (36)
- Simultaneous Geometric - Iconic Registration (2010) (36)
- Accuracy and Sensitivity of Detection of Activation Foci in the Brain via Statistical Parametric Mapping: A Study Using a PET Simulator (2001) (35)
- The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview (2019) (35)
- Dynamic Bayesian network modeling for longitudinal brain morphometry (2012) (35)
- Regional tract-specific white matter hyperintensities are associated with patterns of aging-related brain atrophy via vascular risk factors, but also independently (2018) (35)
- Relationship between APOE Genotype and Structural MRI Measures throughout Adulthood in the Study of Health in Pomerania Population-Based Cohort (2016) (35)
- Deformable registration for quantifying longitudinal tumor changes during neoadjuvant chemotherapy (2015) (34)
- Integrated Biophysical Modeling and Image Analysis: Application to Neuro-Oncology. (2020) (34)
- Neuroanatomical heterogeneity of schizophrenia revealed by semi-supervised machine learning methods (2019) (34)
- Predictors of neurodegeneration differ between cognitively normal and subsequently impaired older adults (2019) (33)
- Effects of intensive versus standard blood pressure control on domain-specific cognitive function: a substudy of the SPRINT randomised controlled trial (2020) (33)
- Automated segmentation of white matter lesions in 3D brain MR images, using multivariate pattern classification (2006) (33)
- Differential Associations of Socioeconomic Status With Global Brain Volumes and White Matter Lesions in African American and White Adults: the HANDLS SCAN Study (2017) (33)
- Measuring biological shape using geometry-based shape transformations (2001) (32)
- Cigarette smoking and gray matter brain volumes in middle age adults: the CARDIA Brain MRI sub-study (2019) (32)
- An Alzheimer’s Disease-Derived Biomarker Signature Identifies Parkinson’s Disease Patients with Dementia (2016) (32)
- Prediction of Treatment Response to Neoadjuvant Chemotherapy for Breast Cancer via Early Changes in Tumor Heterogeneity Captured by DCE-MRI Registration (2019) (31)
- The Federated Tumor Segmentation (FeTS) Challenge (2021) (30)
- Memory decline shows stronger associations with estimated spatial patterns of amyloid deposition progression than total amyloid burden (2013) (30)
- Offering to Share: How to Put Heads Together in Autism Neuroimaging (2008) (30)
- A General and Unifying Framework for Feature Construction, in Image-Based Pattern Classification (2009) (30)
- Memory, executive, and multidomain subtle cognitive impairment (2015) (30)
- Automatic classification of sulcal regions of the human brain cortex using pattern recognition (2003) (30)
- Optimally-Discriminative Voxel-Based Morphometry significantly increases the ability to detect group differences in schizophrenia, mild cognitive impairment, and Alzheimer's disease (2013) (29)
- Association of Social Engagement with Brain Volumes Assessed by Structural MRI (2012) (29)
- Robust Computation of Mutual Information Using Spatially Adaptive Meshes (2007) (29)
- Association of Intensive vs Standard Blood Pressure Control With Magnetic Resonance Imaging Biomarkers of Alzheimer Disease: Secondary Analysis of the SPRINT MIND Randomized Trial. (2021) (29)
- Is the spatial distribution of brain lesions associated with closed-head injury in children predictive of subsequent development of posttraumatic stress disorder? (2002) (29)
- Network changes associated with transdiagnostic depressive symptom improvement following cognitive behavioral therapy in MDD and PTSD (2018) (29)
- T1ρ MRI in Alzheimer's Disease: Detection of Pathological Changes in Medial Temporal Lobe (2011) (28)
- T1rho MRI and CSF biomarkers in diagnosis of Alzheimer's disease (2015) (28)
- Overall survival prediction in glioblastoma patients using structural magnetic resonance imaging (MRI): advanced radiomic features may compensate for lack of advanced MRI modalities (2020) (28)
- Disease classification and prediction via semi-supervised dimensionality reduction (2011) (28)
- Sampling the spatial patterns of cancer: Optimized biopsy procedures for estimating prostate cancer volume and Gleason Score (2009) (28)
- Diabetes, Gray Matter Loss, and Cognition in the Setting of Parkinson Disease. (2016) (27)
- Depressive symptoms, symptom dimensions, and white matter lesion volume in older adults: a longitudinal study. (2014) (27)
- Associations between cognitive and brain volume changes in cognitively normal older adults (2020) (27)
- Deriving Statistical Significance Maps for SVM Based Image Classification and Group Comparisons (2012) (27)
- Deformable Registration of Brain Tumor Images Via a Statistical Model of Tumor-Induced Deformation (2005) (27)
- Improved brain tumor segmentation by utilizing tumor growth model in longitudinal brain MRI (2017) (27)
- Diagnosis of Brain Abnormality Using both Structural and Functional MR Images (2006) (27)
- Estimating myocardial fiber orientations by template warping (2006) (27)
- Are brain volumes based on magnetic resonance imaging mediators of the associations of cumulative lead dose with cognitive function? (2008) (27)
- AI-based Prognostic Imaging Biomarkers for Precision Neurooncology: the ReSPOND Consortium. (2020) (26)
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- Classification of multi-site MR images in the presence of heterogeneity using multi-task learning☆ (2018) (26)
- CLAIRE: A distributed-memory solver for constrained large deformation diffeomorphic image registration (2018) (26)
- Multi-Atlas Segmentation of the Cardiac MR Right Ventricle (2012) (26)
- Coupling brain-tumor biophysical models and diffeomorphic image registration. (2017) (26)
- Federated learning enables big data for rare cancer boundary detection (2022) (26)
- Adaptive active contour algorithms for extracting and mapping thick curves (1993) (25)
- Topology Preservation and Regularity in Estimated Deformation Fields (2003) (25)
- Validation of DRAMMS among 12 Popular Methods in Cross-Subject Cardiac MRI Registration (2012) (25)
- Cancer Imaging Phenomics via CaPTk: Multi-Institutional Prediction of Progression-Free Survival and Pattern of Recurrence in Glioblastoma (2020) (25)
- A Bayesian morphometry algorithm (2004) (25)
- Design of comprehensive Alzheimer's disease centers to address unmet national needs (2010) (25)
- Neurostructural Heterogeneity in Youths With Internalizing Symptoms (2020) (25)
- Effects of Hormone Therapy on Brain Volumes Changes of Postmenopausal Women Revealed by Optimally-Discriminative Voxel-Based Morphometry (2016) (25)
- An Anatomical Equivalence Class Based Joint Transformation-Residual Descriptor for Morphological Analysis (2007) (24)
- A Multidimensional Neural Maturation Index Reveals Reproducible Developmental Patterns in Children and Adolescents (2020) (24)
- State-dependent microstructural white matter changes in drug-naïve patients with first-episode psychosis (2017) (24)
- Benchmarking confound regression strategies for the control of motion artifact in studies of functional connectivity (2016) (24)
- Brain Magnetic Resonance Imaging Findings in Children and Young Adults With CKD. (2018) (23)
- Regional Manifold Learning for Deformable Registration of Brain MR Images (2012) (23)
- Control-group feature normalization for multivariate pattern analysis of structural MRI data using the support vector machine (2016) (23)
- Individualized statistical learning from medical image databases: Application to identification of brain lesions (2014) (23)
- Predictive modeling of anatomic structures using canonical correlation analysis (2004) (23)
- Deep Generative Medical Image Harmonization for Improving Cross‐Site Generalization in Deep Learning Predictors (2021) (23)
- Diagnostic potential of structural neuroimaging for depression from a multi-ethnic community sample (2016) (22)
- White matter microstructure, white matter lesions, and hypertension: An examination of early surrogate markers of vascular-related brain change in midlife (2018) (22)
- Lifetime Discrimination Burden, Racial Discrimination, and Subclinical Cerebrovascular Disease Among African Americans (2019) (22)
- Ensemble-based medical image labelling via sampling morphological appearance manifolds (2013) (22)
- Towards an Individualized Delineation of Functional Neuroanatomy (2015) (22)
- Gestational Age is Dimensionally Associated with Structural Brain Network Abnormalities Across Development. (2019) (22)
- Non-locally regularized segmentation of multiple sclerosis lesion from multi-channel MRI data. (2014) (22)
- Midlife and Late-Life Cardiorespiratory Fitness and Brain Volume Changes in Late Adulthood: Results From the Baltimore Longitudinal Study of Aging. (2016) (22)
- Multi-scale semi-supervised clustering of brain images: deriving disease subtypes (2021) (22)
- A Statistical Atlas of Prostate Cancer for Optimal Biopsy (2001) (22)
- A Framework for Soft Tissue Simulations with Application to Modeling Brain Tumor Mass-Effect in 3 D Images (2006) (21)
- Dorsolateral Prefrontal Cortex Volume as a Mediator Between Socioeconomic Status and Executive Function (2018) (21)
- Inflammatory markers and imaging patterns of advanced brain aging in the general population (2019) (21)
- A deep learning framework identifies dimensional representations of Alzheimer’s Disease from brain structure (2021) (20)
- Characterizing Heterogeneity in Neuroimaging, Cognition, Clinical Symptoms, and Genetics Among Patients With Late-Life Depression. (2022) (20)
- Alcohol consumption and premotor corpus callosum in older adults (2012) (20)
- Bile acid synthesis, modulation, and dementia: A metabolomic, transcriptomic, and pharmacoepidemiologic study (2021) (20)
- Computer-aided assessment of regional abdominal fat with food residue removal in CT. (2013) (20)
- Matching of diffusion tensor images using Gabor features (2004) (20)
- Application of machine learning methods to describe the effects of conjugated equine estrogens therapy on region-specific brain volumes. (2011) (20)
- Pattern Based Morphometry (2011) (20)
- JointMMCC: Joint Maximum-Margin Classification and Clustering of Imaging Data (2012) (20)
- Dissociable multi-scale patterns of development in personalized brain networks (2021) (19)
- Spatial normalization of spine MR images for statistical correlation of lesions with clinical symptoms. (2002) (19)
- Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging (2016) (19)
- Multimodal Magnetic Resonance Imaging Study of Treatment-Naïve Adults with Attention-Deficit/Hyperactivity Disorder (2014) (19)
- Statistical Representation and Simulation of High-Dimensional Deformations: Application to Synthesizing Brain Deformations (2005) (19)
- Use of Fetal Magnetic Resonance Image Analysis and Machine Learning to Predict the Need for Postnatal Cerebrospinal Fluid Diversion in Fetal Ventriculomegaly (2017) (19)
- Detecting mutually-salient landmark pairs with MRF regularization (2010) (18)
- Cognitive and neuroimaging profiles of older adults with dual decline in memory and gait speed (2020) (18)
- Memory, executive, and multi-domain subtle cognitive impairment: Clinical and biomarker finding (2015) (18)
- Neuroimaging Findings in US Government Personnel With Possible Exposure to Directional Phenomena in Havana, Cuba. (2019) (18)
- A Framework for Scalable Biophysics-based Image Analysis (2017) (18)
- Structural and functional brain parameters related to cognitive performance across development: Replication and extension of the parieto-frontal integration theory in a single sample (2019) (17)
- Effect of Hypoglycemia on Brain Structure in People With Type 2 Diabetes: Epidemiological Analysis of the ACCORD-MIND MRI Trial (2014) (17)
- A comparison of Freesurfer and multi-atlas MUSE for brain anatomy segmentation: Findings about size and age bias, and inter-scanner stability in multi-site aging studies (2020) (17)
- Connectome and Maturation Profiles of the Developing Mouse Brain Using Diffusion Tensor Imaging. (2015) (17)
- Regularized Tensor Factorization for Multi-Modality Medical Image Classification (2011) (17)
- Peripheral sphingolipids are associated with variation in white matter microstructure in older adults (2016) (16)
- Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging (2020) (16)
- Shape Representation via Best Orthogonal Basis Selection (2004) (16)
- Kernel-Based Manifold Learning for Statistical Analysis of Diffusion Tensor Images (2007) (16)
- Disparities in Diffuse Cortical White Matter Integrity Between Socioeconomic Groups (2019) (16)
- Applications of Radiomics and Radiogenomics in High-Grade Gliomas in the Era of Precision Medicine (2021) (15)
- Associations of plasma clusterin and Alzheimer’s disease-related MRI markers in adults at mid-life: The CARDIA Brain MRI sub-study (2018) (15)
- Embracing the disharmony in medical imaging: A Simple and effective framework for domain adaptation (2021) (15)
- Harmonization with Flow-based Causal Inference (2021) (15)
- Skull-Stripping of Glioblastoma MRI Scans Using 3D Deep Learning (2019) (15)
- Imaging-Based Biomarkers of Cognitive Performance in Older Adults Constructed via High-Dimensional Pattern Regression Applied to MRI and PET (2013) (15)
- Evaluation of Cumulative Lead Dose and Longitudinal Changes in Structural Magnetic Resonance Imaging in Former Organolead Workers (2010) (15)
- Sex differences in the association between amyloid and longitudinal brain volume change in cognitively normal older adults (2019) (15)
- Nuquantus: Machine learning software for the characterization and quantification of cell nuclei in complex immunofluorescent tissue images (2015) (15)
- Brain Tumor Segmentation by a Generative Model with a Prior on Tumor Shape (2015) (15)
- GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging (2021) (15)
- A Bayesian Approach to Sparse Model Selection in Statistical Shape Models (2015) (14)
- DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images (2019) (14)
- EEG and MRI data fusion for early diagnosis of Alzheimer's disease (2008) (14)
- A simulator for evaluating methods for the detection of lesion‐deficit associations (2000) (14)
- S139. Accelerated Cortical Thinning Within Structural Brain Networks is Associated With Irritability in Youth (2018) (14)
- A prospective study of focal brain atrophy, mobility and fitness (2019) (13)
- Neurobiological support to the diagnosis of ADHD in stimulant‐naïve adults: pattern recognition analyses of MRI data (2017) (13)
- MIDAS: Regionally linear multivariate discriminative statistical mapping (2018) (13)
- Predicting Amyloid-β Levels in Amnestic Mild Cognitive Impairment Using Machine Learning Techniques. (2019) (13)
- Multi-institutional noninvasive in vivo characterization of IDH, 1p/19q, and EGFRvIII in glioma using neuro-Cancer Imaging Phenomics Toolkit (neuro-CaPTk) (2020) (13)
- Classification of MRI under the Presence of Disease Heterogeneity using Multi-Task Learning: Application to Bipolar Disorder (2015) (13)
- Analysis of spatio‐temporal brain imaging patterns by hidden markov models and serial MRI images (2014) (13)
- Sex differences in estimated brain metabolism in relation to body growth through adolescence (2017) (13)
- Adaptive-Focus Statistical Shape Model for Segmentation of 3D MR Structures (2000) (12)
- Association between serum neuron-specific enolase, age, overweight, and structural MRI patterns in 901 subjects (2017) (12)
- NIMG-20. IMAGING PATTERN ANALYSIS REVEALS THREE DISTINCT PHENOTYPIC SUBTYPES OF GBM WITH DIFFERENT SURVIVAL RATES (2016) (12)
- A Composite Multivariate Polygenic and Neuroimaging Score for Prediction of Conversion to Alzheimer's Disease (2012) (12)
- The Brain Tumor Sequence Registration Challenge: Establishing Correspondence between Pre-Operative and Follow-up MRI scans of diffuse glioma patients (2021) (12)
- Design and methods of the NiCK study: neurocognitive assessment and magnetic resonance imaging analysis of children and young adults with chronic kidney disease (2015) (12)
- Multi-Kernel Classification for Integration of Clinical and Imaging Data: Application to Prediction of Cognitive Decline in Older Adults (2011) (12)
- Data-driven Assessment of Structural Image Quality (2017) (12)
- Registration of brain images with tumors: towards the construction of statistical atlases for therapy planning (2006) (12)
- Defining SNAP by cross-sectional and longitudinal definitions of neurodegeneration (2018) (12)
- QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results (2021) (12)
- APOE Effect on Amyloid-β PET Spatial Distribution, Deposition Rate, and Cut-Points. (2019) (11)
- On Characterizing and Analyzing Diffusion Tensor Images by Learning their Underlying Manifold Structure (2006) (11)
- Arterial Spin Labeling and Dynamic Susceptibility Contrast-enhanced MR Imaging for evaluation of arteriovenous shunting and tumor hypoxia in glioblastoma (2019) (11)
- A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI (2015) (11)
- Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition (2016) (11)
- Learning high-dimensional image statistics for abnormality detection on medical images (2010) (11)
- Multi-stage Association Analysis of Glioblastoma Gene Expressions with Texture and Spatial Patterns (2018) (11)
- Longitudinal changes in MRI volumes in older adults (2000) (11)
- Addressing heterogeneity (and homogeneity) in treatment mechanisms in depression and the potential to develop diagnostic and predictive biomarkers (2019) (11)
- Structural brain measures linked to clinical phenotypes in major depression replicate across clinical centres (2021) (11)
- Bayesian clustering methods for morphological analysis of MR images (2002) (11)
- Anatomical Equivalence Class: A Morphological Analysis Framework Using a Lossless Shape Descriptor (2007) (10)
- DRAMMS: Deformable Registration via Attribute Matching and Mutual-Saliency Weighting (2009) (10)
- An EM algorithm for brain tumor image registration: A tumor growth modeling based approach (2010) (10)
- Smile-GANs: Semi-supervised clustering via GANs for dissecting brain disease heterogeneity from medical images (2020) (10)
- Applications of wavelets in morphometric analysis of medical images (2003) (10)
- Manifold Learning Techniques in Image Analysis of High-dimensional Diffusion Tensor Magnetic Resonance Images (2007) (10)
- Deriving stable multi-parametric MRI radiomic signatures in the presence of inter-scanner variations: survival prediction of glioblastoma via imaging pattern analysis and machine learning techniques (2018) (10)
- Segmentation and mapping of highly convoluted contours with applications to medical images (1992) (10)
- Identifying patterns in temporal variation of functional connectivity using resting state FMRI (2013) (9)
- Methodology to study the three-dimensional spatial distribution of prostate cancer and their dependence on clinical parameters (2015) (9)
- Identification of voxel-based texture abnormalities as new biomarkers for schizophrenia and major depressive patients using layer-wise relevance propagation on deep learning decisions (2021) (9)
- White Matter Lesion Penumbra Shows Abnormalities on Structural and Physiologic MRIs in the Coronary Artery Risk Development in Young Adults Cohort (2019) (9)
- HAMMER: hierarchical attribute matching mechanism for elastic registration (2001) (9)
- Cigarette smoking and cerebral blood flow in a cohort of middle-aged adults (2019) (9)
- Harmonizing functional connectivity reduces scanner effects in community detection (2021) (9)
- Spatio-temporal Analysis of Brain MRI Images Using Hidden Markov Models (2010) (9)
- Statistically-based reorientation of diffusion tensor field (2002) (9)
- Statistical shape model for automatic skull-stripping of brain images (2002) (9)
- Sociodemographic disparities in corticolimbic structures (2019) (9)
- Discriminative Sparse Connectivity Patterns for Classification of fMRI Data (2014) (9)
- Morphological Analysis of Brain Structures Using Spatial Normalization (1996) (9)
- Mapping the Cerebral Sulci: Application to Morphological Analysis of the Cortex and to Non-rigid Registration (1997) (9)
- Correlations of atrial diameter and frontooccipital horn ratio with ventricle size in fetal ventriculomegaly. (2017) (9)
- Development of an itemwise efficiency scoring method: Concurrent, convergent, discriminant, and neuroimaging-based predictive validity assessed in a large community sample. (2016) (9)
- Frontal Atrophy and Attention Deficits in Older Adults with a History of Elevated Depressive Symptoms (2009) (9)
- Automatic segmentation of white matter lesions in T1-weighted brain MR images (2002) (9)
- Deformable Registration of Tumor-Diseased Brain Images (2004) (9)
- Smoking mediates the relationship between SES and brain volume: The CARDIA study (2019) (8)
- Spatial normalization of diffusion tensor images based on anisotropic segmentation (2008) (8)
- Hierarchical Extraction of Functional Connectivity Components in Human Brain Using Resting-State fMRI (2020) (8)
- Linking Individual Differences in Personalized Functional Network Topography to Psychopathology in Youth (2021) (8)
- Clinical measures, radiomics, and genomics offer synergistic value in AI-based prediction of overall survival in patients with glioblastoma (2022) (8)
- Combining statistical and biomechanical models for estimation of anatomical deformations (2006) (8)
- Lasting consequences of concussion on the aging brain: Findings from the Baltimore Longitudinal Study of Aging (2020) (8)
- Manifold-constrained embeddings for the detection of white matter lesions in brain MRI (2012) (8)
- Correspondence Detection Using Wavelet-Based Attribute Vectors (2003) (8)
- Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation (2012) (8)
- Manifold based analysis of diffusion tensor images using isomaps (2006) (8)
- DTI-DROID: Diffusion tensor imaging-deformable registration using orientation and intensity descriptors (2010) (8)
- Graph-based deformable image registration (2015) (8)
- Metabolic and physiologic magnetic resonance imaging in distinguishing true progression from pseudoprogression in patients with glioblastoma (2022) (8)
- Association between brain volumes and patterns of physical activity in community-dwelling older adults. (2020) (8)
- DTI‐DROID: Diffusion tensor imaging‐deformable registration using orientation and intensity descriptors (2010) (8)
- Hippocampal activation and connectivity in the aging brain (2020) (8)
- Parallel optimization of tumor model parameters for fast registration of brain tumor images (2008) (8)
- Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane Classifier (2015) (7)
- sGraSP: A graph-based method for the derivation of subject-specific functional parcellations of the brain (2017) (7)
- Fast Solvers for Soft Tissue Simulation with Application to Construction of Brain Tumor Atlases (2007) (7)
- Mid-life epigenetic age, neuroimaging brain age, and cognitive function: coronary artery risk development in young adults (CARDIA) study (2022) (7)
- Machine Learning Using Multiparametric Magnetic Resonance Imaging Radiomic Feature Analysis to Predict Ki-67 in World Health Organization Grade I Meningiomas. (2021) (7)
- Baseline and longitudinal patterns of brain atrophy in MCI patients and their use in prediction of short-term conversion to Alzheimer's disease: Results from ADNI (2009) (7)
- NIMG-40. NON-INVASIVE IN VIVO SIGNATURE OF IDH1 MUTATIONAL STATUS IN HIGH GRADE GLIOMA, FROM CLINICALLY-ACQUIRED MULTI-PARAMETRIC MAGNETIC RESONANCE IMAGING, USING MULTIVARIATE MACHINE LEARNING (2018) (7)
- Corrigendum to “Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth” [NeuroImage 46 (2009) 762–774] (2009) (7)
- Structural brain networks in remitted psychotic depression (2020) (7)
- Quantification of tumor microenvironment acidity in glioblastoma using principal component analysis of dynamic susceptibility contrast enhanced MR imaging (2021) (7)
- A Deep Network for Joint Registration and Reconstruction of Images with Pathologies (2020) (7)
- Morphological Classification: Application to Cardiac MRI of Tetralogy of Fallot (2011) (7)
- Radiomic Features from Multi-Institutional Glioblastoma MRI Offer Additive Prognostic Value to Clinical and Genomic Markers: Focus on TCGA-GBM Collection (2017) (7)
- Association of Brain Volumes and White Matter Injury With Race, Ethnicity, and Cardiovascular Risk Factors: The Multi‐Ethnic Study of Atherosclerosis (2022) (7)
- Multiparametric tissue abnormality characterization using manifold regularization (2008) (7)
- Dimensional connectomics of anxious misery, a human connectome study related to human disease: Overview of protocol and data quality (2020) (7)
- Feature selection and classification of multiparametric medical images using bagging and SVM (2008) (7)
- Left ventricular segmental strain and the prediction of cancer therapy-related cardiac dysfunction. (2020) (7)
- Multi-parametric analysis and registration of brain tumors: Constructing statistical atlases and diagnostic tools of predictive value (2011) (6)
- NIMG-59. RADIOLOGIC SUBTYPES OF GLIOBLASTOMA CALCULATED VIA MULTI-PARAMETRIC IMAGING SIGNATURES REVEAL COMPLEMENTARY INFORMATION TO CURRENT WHO CLASSIFICATION (2017) (6)
- The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics (2022) (6)
- Voxel-based morphometric analysis using shape transformations. (2005) (6)
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 (2018) (6)
- Changes in brain functional connectivity and cognition related to white matter lesion burden in hypertensive patients from SPRINT (2021) (6)
- NIMG-70. QUANTITATIVE IMAGE ANALYSIS AND MACHINE LEARNING TECHNIQUES FOR DISTINGUISHING TRUE PROGRESSION FROM PSEUDOPROGRESSION IN PATIENTS WITH GLIOBLASTOMA (2018) (6)
- MPTH-02. EXTRACELLULAR EGFR289 ACTIVATING MUTATIONS CONFER POORER SURVIVAL AND SUGGEST ENHANCED MOTILITY IN PRIMARY GBMs (2016) (6)
- Neurobiologically Based Stratification of Recent-Onset Depression and Psychosis: Identification of Two Distinct Transdiagnostic Phenotypes (2022) (6)
- Relationship of ventral striatum activation during effort discounting to clinical amotivation severity in schizophrenia (2021) (6)
- Morphological appearance manifolds for group-wise morphometric analysis (2011) (6)
- Machine learning based imaging biomarkers in large scale population studies: A neuroimaging perspective (2020) (6)
- Schizophrenia Imaging Signatures and Their Associations With Cognition, Psychopathology, and Genetics in the General Population. (2022) (6)
- A Framework for Predictive Modeling of Intra-operative Deformations: A Simulation-Based Study (2000) (6)
- S12. Dimensions of Psychopathology are Dissociably Linked to Brain Structure in Youth (2019) (6)
- Predictive value of ATN biomarker profiles in estimating disease progression in Alzheimer's disease dementia (2021) (6)
- NIMG-11. HIGHLY-EXPRESSED WILD-TYPE EGFR AND EGFRvIII MUTANT GLIOBLASTOMAS HAVE SIMILAR MRI SIGNATURE, CONSISTENT WITH DEEP PERITUMORAL INFILTRATION (2016) (6)
- NIMG-05IDENTIFICATION OF IMAGING SIGNATURES OF THE EPIDERMAL GROWTH FACTOR RECEPTOR VARIANT III (EGFRvIII) IN GLIOBLASTOMA (2015) (6)
- A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation (2006) (6)
- Neurocognitive and Functional Heterogeneity in Depressed Youth (2019) (5)
- Patient-Specific Registration of Pre-operative and Post-recurrence Brain Tumor MRI Scans (2018) (5)
- Sex differences in the functional topography of association networks in youth (2022) (5)
- Automated segmentation of brain lesions by combining intensity and spatial information (2010) (5)
- Medical Image Analysis: Human and Machine. (2020) (5)
- Abnormal White Matter Organization in Huntington's Disease Evaluated with Diffusion Tensor MRI (2003) (5)
- Linking Individual Differences in Personalized Functional Network Topography to Psychopathology in Youth (2021) (5)
- Supervised Block Sparse Dictionary Learning for Simultaneous Clustering and Classification in Computational Anatomy (2014) (5)
- Multivariate Analysis of Preoperative Magnetic Resonance Imaging Reveals Transcriptomic Classification of de novo Glioblastoma Patients (2019) (5)
- Correspondence detection in diffusion tensor images (2006) (5)
- Harmonization of large multi-site imaging datasets: Application to 10,232 MRIs for the analysis of imaging patterns of structural brain change throughout the lifespan (2019) (5)
- Neurostructural Heterogeneity in Youth With Internalizing Symptoms (2019) (5)
- NIMG-45. MULTIVARIATE PATTERN ANALYSIS OF DE NOVO GLIOBLASTOMA PATIENTS OFFERS IN VIVO EVALUATION OF O6-METHYLGUANINE-DNA-METHYLTRANSFERASE (MGMT) PROMOTER METHYLATION STATUS, COMPENSATING FOR INSUFFICIENT SPECIMEN AND ASSAY FAILURES (2018) (5)
- GPU accelerated extraction of sparse Granger causality patterns (2018) (5)
- Red Cell Distribution Width, Anemia, and Brain Volumetric Outcomes Among Middle-Aged Adults. (2021) (5)
- Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration (2015) (5)
- Generative Discriminative Models for Multivariate Inference and Statistical Mapping in Medical Imaging (2018) (5)
- Tau pathology mediates age effects on medial temporal lobe structure (2021) (5)
- Disentangling Alzheimer’s disease neurodegeneration from typical brain ageing using machine learning (2021) (5)
- The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research (2022) (4)
- Convergence analysis of the active contour model with applications to medical images (1992) (4)
- 36. Quantifying Anatomical and Functional Heterogeneity in Big Datasets, Using Machine Learning Methods Towards a Dimensional Neuroimaging Framework (2018) (4)
- Benchmarking the generalizability of brain age models: Challenges posed by scanner variance and prediction bias (2022) (4)
- Deep Learning Based Detection of Enlarged Perivascular Spaces on Brain MRI (2022) (4)
- Statistically optimized biopsy strategy for the diagnosis of prostate cancer (2001) (4)
- Brain image registration based on cortical contour mapping (1993) (4)
- Interactive Machine Learning-Based Multi-Label Segmentation of Solid Tumors and Organs (2021) (4)
- Radiomics and radiogenomics in pediatric neuro-oncology: A review (2022) (4)
- Deriving Statistical Significance Maps for Support Vector Regression Using Medical Imaging Data (2013) (4)
- Application of trace-norm and low-rank matrix decomposition for computational anatomy (2010) (4)
- Nonrigid volume registration using second-order MRF model (2012) (4)
- Abstract 1392: Machine Learning Radiomic Biomarkers Non-invasively Assess Genetic Characteristics of Glioma Patients (2019) (4)
- Analysis of MRI Data in Diagnostic Neuroradiology (2020) (4)
- Automated segmentation of cortical necrosis using awavelet based abnormality detection system (2011) (4)
- Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease (2021) (4)
- Evaluation of cumulative lead dose and longitudinal changes in structural MRI in former organolead workers (2010) (4)
- Structured Outlier Detection in Neuroimaging Studies with Minimal Convex Polytopes (2016) (4)
- Predicting pediatric optic pathway glioma progression using advanced magnetic resonance image analysis and machine learning (2020) (4)
- Subject-Specific Structural Parcellations Based on Randomized AB-divergences (2017) (4)
- Morphological classification of medical images using nonlinear support vector machines (2004) (4)
- Multivariate fMRI Analysis Using Optimally-discriminative Voxel-based Analysis (2012) (4)
- Surreal-GAN: Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns (2022) (4)
- Reply: From 'loose fitting' to high-performance, uncertainty-aware brain-age modelling. (2021) (4)
- Sparse low-dimensional causal modeling for the analysis of brain function (2019) (4)
- ondence Image Registration Based on Boundary Mapping (2004) (4)
- Statistically-Constrained High-Dimensional Warping Using Wavelet-Based Priors (2006) (4)
- Technical note: a radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma (2018) (4)
- Computational neuroanatomy using brain deformations: From brain parcellation to multivariate pattern analysis and machine learning (2016) (4)
- ASLPrep: a platform for processing of arterial spin labeled MRI and quantification of regional brain perfusion (2022) (4)
- An automated method for finding curves of sulcal fundi on human cortical surfaces (2004) (4)
- Groupwise morphometric analysis based on morphological appearance manifold (2009) (4)
- Estimating regional cerebral blood flow using resting-state functional MRI via machine learning (2019) (4)
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2018: 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I (2018) (3)
- Using the Fast Marching Method to Extract Curves with Given Global Properties (2005) (3)
- Extracting Evolving Pathologies via Spectral Clustering (2013) (3)
- A Graph-Based Brain Parcellation Method Extracting Sparse Networks (2013) (3)
- Imaging as a Surrogate for the Early Prediction and Assessment of Treatment Response through the Analysis of 4-D Texture Ensembles (ISEPARATE) (2010) (3)
- MAGIC: Multi-scale Heterogeneity Analysis and Clustering for Brain Diseases (2020) (3)
- NIMG-73. CAPTURING GLIOBLASTOMA HETEROGENEITY USING IMAGING AND DEEP LEARNING: APPLICATION TO MGMT PROMOTER METHYLATION (2021) (3)
- Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition. (2016) (3)
- SMOKING MEDIATES THE RELATIONSHIP BETWEEN SES AND BRAIN VOLUME: THE CARDIA STUDY (2019) (3)
- Two schizophrenia imaging signatures and their associations with cognition, psychopathology, and genetics in the general population (2022) (3)
- Non-invasive determination of the O6-methylguanine-DNA-methyltransferase (MGMT) promoter methylation status in glioblastoma (GBM) using magnetic resonance imaging (MRI). (2018) (3)
- Constrained optimization for stereotaxic radiosurgery, using deformable neuroanatomical models (1998) (3)
- Groupwise morphometric analysis based on high dimensional clustering (2010) (3)
- SCDT-37. MODULATION OF CONVECTION ENHANCED DELIVERY (CED) DISTRIBUTION USING FOCUSED ULTRASOUND (FUS) (2017) (3)
- BRAIN AGING HETEROGENEITY ELUCIDATED VIA MACHINE LEARNING: THE MULTI-SITE ISTAGING DIMENSIONAL NEUROIMAGING REFERENCE SYSTEM (2018) (3)
- Optimized biopsy procedures for estimating Gleason Score and prostate cancer volume (2008) (3)
- Classifying medical images using morphological appearance manifolds (2013) (3)
- Optimally-Discriminative Voxel-Based Analysis (2010) (3)
- Machine learning as a means toward precision diagnostics and prognostics (2016) (3)
- Federated Tumor Segmentation (2021) (3)
- Inflammatory markers and imaging patterns of advanced brain aging in the general population (2019) (3)
- Genetic, clinical underpinnings of subtle early brain change along Alzheimer’s dimensions (2022) (3)
- Attribute Similarity and Mutual-Saliency Weighting for Registration and Label Fusion (2012) (3)
- Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols (2020) (3)
- Sex Differences in Functional Topography of Association Networks (2021) (3)
- NIMG-41. ACCURATE AND GENERALIZABLE PRE-OPERATIVE PROGNOSTIC STRATIFICATION OF GLIOBLASTOMA PATIENTS USING INTEGRATIVE QUANTITATIVE RADIOMIC ANALYSIS OF CONVENTIONAL MRI (2017) (3)
- NIMG-40. ROBUST MODALITY-AGNOSTIC SKULL-STRIPPING IN PRESENCE OF DIFFUSE GLIOMA: A MULTI-INSTITUTIONAL STUDY (2019) (3)
- Computing personalized brain functional networks from fMRI using self-supervised deep learning (2021) (3)
- Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration (2015) (3)
- O-Net: An Overall Convolutional Network for Segmentation Tasks (2020) (3)
- Optimization of multiple-isocenter treatment planning for linac-based stereotactic radiosurgery. (2000) (3)
- Neuroimage Classification for Early Diagnosis of Alzheimer’s Disease (2012) (3)
- Computational Diagnostics of GBM Tumors in the Era of Radiomics and Radiogenomics (2020) (3)
- Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies (2021) (2)
- MICCAI Brain Tumor Segmentation (BraTS) 2020 Benchmark: "Prediction of Survival and Pseudoprogression" (2020) (2)
- Steps towards a probabilistic map of white matter fibers (2000) (2)
- Pattern analysis in neuroimaging: Beyond two‐class categorization (2011) (2)
- Association of liver disease with brain volume loss, cognitive decline, and plasma neurodegenerative disease biomarkers (2022) (2)
- THE USE OF MACHINE LEARNING TO PREDICT DOXORUBICIN CARDIOTOXICITY (2018) (2)
- Widespread Morphometric Abnormalities in Major Depression: Neuroplasticity and Potential for Biomarker Development. (2020) (2)
- Extraction of Hierarchical Functional Connectivity Components in human brain using Adversarial Learning (2021) (2)
- Machine Learning Models Are Not Necessarily Biased When Constructed Properly: Evidence from Neuroimaging Studies (2022) (2)
- T195. Neuroanatomical Heterogeneity of Schizophrenia Quantified via Semi-Supervised Machine Learning Reveals Two Distinct Subtypes: Results From the PHENOM Consortium (2019) (2)
- Elevated blood pressure, cerebrovascular reactivity, and the default-mode brain network: Findings from the Coronary Artery Risk Development in Young Adults (CARDIA) Brain MRI Sub-Study (P1.088) (2015) (2)
- Automated segmentation of pediatric brain tumors based on multi-parametric MRI and deep learning (2022) (2)
- NIMG-22. PREDICTION OF GLIOBLASTOMA CELLULAR INFILTRATION AND RECURRENCE USING MACHINE LEARNING AND MULTI-PARAMETRIC MRI ANALYSIS: RESULTS FROM THE MULTI-INSTITUTIONAL RESPOND CONSORTIUM (2021) (2)
- Charting Thick Sheets In 3-D (1991) (2)
- O2-03-01 Individual patient diagnosis of Alzheimer’s and frontotemporal dementias via high-dimensional pattern classification of MRI (2007) (2)
- Identifying highly heritable brain amyloid phenotypes through mining Alzheimer’s imaging and sequencing biobank data (2021) (2)
- NIMG-38. QUANTITATIVE IMAGING PREDICTORS OF OVERALL SURVIVAL IN GLIOBLASTOMA PATIENTS ROBUST IN THE PRESENCE OF INTER-SCANNER VARIATIONS (2018) (2)
- Predicting Amyloid Positivity in Cognitively Unimpaired Older Adults (2022) (2)
- ON THE MERITS OF VOXEL-BASED MORPHOMETRIC PATH-ANALYSIS FOR INVESTIGATING VOLUMETRIC MEDIATION OF A TOXICANT'S INFLUENCE ON COGNITIVE FUNCTION (2008) (2)
- Use of a Brain-Image Database to Determine Whether Spatial Distribution of Brain Lesions Associated with Closed-Head Injury Predicts Subsequent Development of Attention-Deficit Hyperactivity Disorder 1 (1998) (2)
- Riccati-Regularized Precision Matrices for Neuroimaging (2016) (2)
- Red cell distribution width, anemia and their associations with white matter integrity among middle-aged urban adults (2021) (2)
- Subtyping brain diseases from imaging data (2022) (2)
- A Bayesian Approach for Construction of Sparse Statistical Shape Models Using Dirichlet Distribution (2013) (2)
- Radiomics-based identification of peritumoral infiltration in de novo glioblastoma imaging presents targets amenable for potential targeted extended resection: A neurosurgical survey. (2019) (2)
- Harmonization of multi-site functional connectivity measures in tangent space improves brain age prediction (2022) (2)
- TMOD-40. IN VIVO EVALUATION OF O6-METHYLGUANINE-DNA-METHYLTRANSFERASE (MGMT) PROMOTER METHYLATION STATUS FOR DE NOVO GLIOBLASTOMA PATIENTS USING DEEP LEARNING FEATURES (2019) (2)
- Fuzzy Multi-channel Clustering with Individualized Spatial Priors for Segmenting Brain Lesions and Infarcts (2012) (2)
- A Robust Energy Minimization Algorithm for MS-Lesion Segmentation (2015) (2)
- Extraction of hierarchical functional connectivity components in human brain using resting-state fMRI (2019) (2)
- 135 Imaging Patterns Predict Patient Survival and Molecular Subtype in Glioblastoma Using Machine Learning Techniques (2015) (2)
- Commentary to "Translational machine learning for child and adolescent psychiatry". (2022) (2)
- Narrow band region-scalable fitting model for image segmentation in the presence of intensity inhomogeneities (2011) (2)
- Multiparametric Processing of Serial MRI during Radiation Therapy of Brain Tumors: ‘Finishing with FLAIR?’ (2011) (2)
- O2-03-06 MCI diagnosis via high-dimensional pattern classification with simultaneous utilization of MR and pet-CBF images yields 100% correct classification (2007) (2)
- Clinical, Brain, and Multilevel Clustering in Early Psychosis and Affective Stages. (2022) (2)
- Estimating Glioblastoma Biophysical Growth Parameters Using Deep Learning Regression (2020) (2)
- Deformable image registration as a tool to improve survival prediction after neoadjuvant chemotherapy for breast cancer: results from the ACRIN 6657/I-SPY-1 trial (2018) (2)
- Genetic Risk Factors for Longitudinal Changes in Structural MRI in Former Organolead Workers (2011) (1)
- Is it time to use predictive models to boost power of Alzheimer’s disease clinical trials? A post‐hoc analysis of phase 3 solanezumab trials (2020) (1)
- Leveraging machine learning predictive biomarkers to augment the statistical power of clinical trials with baseline magnetic resonance imaging (2021) (1)
- Pattern recognition of functional brain networks (2017) (1)
- NON-RESILIENT BRAIN AGING IN ASSOCIATION WITH CARDIOVASCULAR RISK AND WHITE MATTER HYPERINTENSITIES: THE SHIP STUDY (2016) (1)
- IC-P2-089: MRI-based high-dimensional pattern classification of the ADNI AD, MCI and healthy controls reveals patterns of atrophy used for individual classification and predict subsequent cognitive decline (2008) (1)
- ASLPrep: A Generalizable Platform for Processing of Arterial Spin Labeled MRI and Quantification of Regional Brain Perfusion (2021) (1)
- Herpes Viruses in the Baltimore Longitudinal Study of Aging (2022) (1)
- Signal Processing Society (2009) (1)
- Accuracy and sensitivity analysis of statistical parametric mapping using a computer simulation study (1999) (1)
- Applications of generative adversarial networks in neuroimaging and clinical neuroscience (2022) (1)
- Brain abnormality segmentation based on l1-norm minimization (2014) (1)
- Is arterial spin labeling a potential biomarker for early stage lewy body spectrum diseases? (2015) (1)
- Adaptive data-driven selection of sequences of biological and cognitive markers in pre-clinical diagnosis of dementia (2021) (1)
- TMOD-09. GLIOBLASTOMA BIOPHYSICAL GROWTH ESTIMATION USING DEEP LEARNING-BASED REGRESSION (2020) (1)
- Assessment of Neuroanatomical Endophenotypes of Autism Spectrum Disorder and Association With Characteristics of Individuals With Schizophrenia and the General Population. (2023) (1)
- CIRCADIAN REST/ACTIVITY RHYTHMS IN COGNITIVELY NORMAL OLDER ADULTS: ASSOCIATIONS WITH MRI-DERIVED BRAIN VOLUMES (2018) (1)
- Ensemble Inversion for Brain Tumor Growth Models With Mass Effect (2021) (1)
- Individual Variation in Control Network Topography Supports Executive Function in Youth (2019) (1)
- NIMG-66. AI-BASED PROGNOSTIC IMAGING BIOMARKERS FOR PRECISION NEUROONCOLOGY AND THE RESPOND CONSORTIUM (2020) (1)
- EPCO-25. MULTI-OMICS DISEASE STRATIFICATION IN PATIENTS WITH IDH-WILDTYPE GLIOBLASTOMA: SYNERGISTIC VALUE OF CLINICAL MEASURES, CONVENTIONAL AND DEEP RADIOMICS, AND GENOMICS FOR PREDICTION OF OVERALL SURVIVAL (2021) (1)
- Radiomic Features From Muti-Institutional Glioblastoma MRI Offers Additive Prognostic Value to Clinical and Genomic Markers (2018) (1)
- NIMG-07. UNIFYING MAGNETIC RESONANCE IMAGING SIGNATURE OF EGFR PATHWAY ACTIVATION IN GLIOBLASTOMA CONSISTENT WITH UNIFORMLY AGGRESSIVELY INFILTRATION (2017) (1)
- Clusterin, an amyloid chaperone protein in plasma is associated with longitudinal brain atrophy in mild cognitive impairment (2010) (1)
- Manifold based Morphometry applied to schizophrenia (2008) (1)
- Open-source Software Sustainability Models: Initial White Paper From the Informatics Technology for Cancer Research Sustainability and Industry Partnership Working Group (2020) (1)
- Race, sex, and mid‐life changes in brain health: Cardia MRI substudy (2022) (1)
- Bias in machine learning models can be significantly mitigated by careful training: Evidence from neuroimaging studies (2022) (1)
- Association of hippocampal volume polygenic predictor score with baseline and change in brain volumes and cognition among cognitively healthy older adults (2020) (1)
- Spatio-temporal deformation analysis of cardiac mr images (2009) (1)
- Disentangling brain heterogeneity via semi‐supervised deep‐learning and MRI: Application to dimensional representations of Alzheimer’s disease (2021) (1)
- Evaluation of a Statistical Analysis Model for Detection of Associations in the Lesion-De cit Domain (1999) (1)
- Multi-Omic Prediction of Overall Survival in Patients With Glioblastoma: Additive and Synergistic Value of Clinical Measures, Radiomics, and Genomics (2021) (1)
- Tumor segmentation (2019) (1)
- Penalized decomposition using residuals (PeDecURe) for feature extraction in the presence of nuisance variables. (2022) (1)
- MULTIVARIATE PATTERN ANALYSIS ON A LONGITUDINAL COHORT OF COGNITIVELY NORMAL ELDERLY REVEALS DISTINCT STAGES OF REGIONAL AMYLOID DEPOSITION (2018) (1)
- NIMG-44. QUANTITATIVE MULTI-PARAMETRIC IMAGE PROFILING REVEALS REMARKABLE HETEROGENEITY WITHIN IDH-WILDTYPE GLIOBLASTOMA, OFFERING PROGNOSTIC STRATIFICATION BEYOND CURRENT WHO CLASSIFICATIONS (2018) (1)
- Understanding heterogeneity in normal older adult populations via clustering of longitudinal data (2011) (1)
- Application of predictive models in boosting power of Alzheimer's disease clinical trials: A post hoc analysis of phase 3 solanezumab trials (2022) (1)
- Multimodal parameters of brain structure and function related to sex differences in cognitive performance. (2019) (1)
- Mitigating head motion artifact in functional connectivity MRI (2018) (1)
- IS MRI-BASED VOLUME A MEDIATOR OF THE ASSOCIATION OF CUMULATIVE LEAD DOSE WITH COGNITIVE FUNCTION? (2007) (1)
- Neuronal injury biomarkers and prognosis in ADNI subjects with normal cognition (2014) (1)
- Clinical and multimodal biomarker correlates of ADNI neuropathological findings (2013) (1)
- Impact of deformable registration methods for prediction of recurrence free survival response to neoadjuvant chemotherapy in breast cancer: Results from the ISPY 1/ACRIN 6657 trial (2022) (1)
- Cascaded Segmentation of Brain Tumors Using Multi-Modality MR Profiles (2007) (1)
- Computational neuroanatomy using shape transformations (2000) (1)
- Special issue on MICCAI 2018 (2019) (1)
- Elevated blood pressure is associated with advanced brain aging in mid‐life: A 30‐year follow‐up of The CARDIA Study (2022) (1)
- Vitamin D, Folate, and Cobalamin Serum Concentrations Are Related to Brain Volume and White Matter Integrity in Urban Adults (2020) (1)
- Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization (2023) (1)
- An Approach To Tensor Fields Reorientation Based On Optimized Neighborhood (2003) (1)
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- Race and sex differences in midlife changes in cerebral volume and perfusion (2020) (1)
- Regionally discriminative multivariate statistical mapping (2018) (1)
- PDE-constrained optimization in medical image analysis (2018) (1)
- Performance of ChatGPT on the MCAT: The Road to Personalized and Equitable Premedical Learning (2023) (1)
- NIMG-35. QUANTITATIVE ESTIMATION OF PROGRESSION-FREE SURVIVAL BASED ON RADIOMICS ANALYSIS OF PREOPERATIVE MULTI-PARAMETRIC MRI IN PATIENTS WITH GLIOBLASTOMA (2019) (1)
- Automated Analysis of Low-Field Brain MRI in Cerebral Malaria (2020) (1)
- RIGHT EAR ADVANTAGE: ASSOCIATION OF LATERALITY OF PERIPHERAL HEARING LOSS WITH TEMPORAL LOBE NEURODEGENERATION (2018) (1)
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- EXTH-56. EGFR EXTRACELLULAR DOMAIN POINT MUTANT A289V: A THERAPEUTICALLY TARGETABLE DRIVER OF GLIOBLASTOMA INVASION (2017) (1)
- Longitudinal brain changes in older adults (2000) (1)
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- NIMG-58. CANONICAL CORRELATION ANALYSIS IN GLIOBLASTOMA REVEALS ASSOCIATIONS BETWEEN EXPRESSION OF RADIOMIC SIGNATURES AND GENOMICS (2021) (0)
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- Longitudinal Relationship between Energy Reserves and Brain Atrophy (2019) (0)
- IMAGING SIGNATURES OF AD, BRAIN AGING AND WHITE MATTER HYPERINTENSITIES SHOW DISSOCIABLE ASSOCIATIONS WITH COGNITIVE DECLINE IN HEALTHY SUBJECTS LONGITUDINALLY FOLLOWED IN ADNI (2018) (0)
- SEX-SPECIFIC ASSOCIATIONS OF SERUM BILE ACIDS WITH BRAIN ATROPHY DURING AGING: DIFFERENTIAL EFFECTS OF CONJUGATION AND GUT MICROBIAL METABOLISM (2018) (0)
- EFFECTS OFAMYLOID PATHOLOGYAND HIPPOCAMPAL NEURODEGENERATION ON COGNITIVE CHANGE IN COGNITIVELY NORMAL OLDER ADULTS (2018) (0)
- Cognitive and Neuroimaging Profiles of Individuals With Dual Decline in Memory and Gait (2020) (0)
- NIMG-63. MACHINE LEARNING USING MRI RADIOMIC ANALYSIS TO PREDICT KI-67 IN WHO GRADE I MENINGIOMAS (2021) (0)
- Morphometric Analysis Of Normal And Pathologic Brain Structure Via High-Dimensional Shape Transformations (2007) (0)
- Evaluation of closed-head injury with a brain-image database: Statistical analysis and simulation (1999) (0)
- Erratum to “Memory decline shows stronger associations with estimated spatial patterns of amyloid deposition progression than total amyloid burden” [Neurobiol. Aging 34 (2013) 2835–2842] (2014) (0)
- INDEPENDENT AND SYNERGISTIC EFFECTS OF AMYLOID PATHOLOGY AND HIPPOCAMPAL NEURODEGENERATION ON COGNITIVE CHANGE IN COGNITIVELY NORMAL OLDER ADULTS (2018) (0)
- The Longitudinal Association of Walking Efficiency With Brain Volumes in Community-Dwelling Older Adults (2020) (0)
- Longitudinal associations between energy utilization and brain volumes in cognitively normal middle aged and older adults (2022) (0)
- 4:30 PM DIFFERENTIAL DIAGNOSTIC CLASSIFICATION OF FUNCTIONAL PSYCHOSES USING MRI-BASED PATTERN RECOGNITION (2014) (0)
- Title Non-invasive in vivo biomarker of EGFR pathway activation alterations in glioblastoma , from clinically-acquired dynamic susceptibility contrast magnetic resonance imaging : the ‘ φ ’ index (2017) (0)
- NIMG-33. PROGNOSTIC STRATIFICATION OF DE NOVO GLIOBLASTOMA PATIENTS ACROSS 22 GEOGRAPHICALLY DISTINCT INSTITUTIONS: UPDATES FROM THE RESPOND CONSORTIUM (2022) (0)
- PLASMA CLUSTERIN IS ASSOCIATED WITH AD-VULNERABLE BRAIN REGIONS IN MIDDLE-AGE ADULTS: THE CARDIA BRAIN MRI STUDY (2016) (0)
- REGARDLESS OF THEIR LOCATION, WHITE MATTER HYPERINTENSITIES ARE ASSOCIATED WITH ADVANCED BRAIN AGING THROUGHOUT ADULTHOOD IN THE STUDY OF HEALTH IN POMERANIA (2017) (0)
- An autopsy‐validated, easily deployable MRI predictor of Alzheimer’s disease tau pathology (2022) (0)
- 1140 ACTIGRAPHIC SLEEP AND BRAIN VOLUMES IN COMMUNITY-DWELLING OLDER ADULTS (2017) (0)
- Rates of change in brain volumes and ischemic lesion volumes following exposure to conjugated equine estrogen therapies: Results from the WHIMS MRI study (2012) (0)
- Factors associated with cognitive and functional resilience despite molecular evidence of Alzheimer's disease pathology (2011) (0)
- The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics (2022) (0)
- Sparse Hierachical Extrapolated Parametric Methods for Cortical Data Analysis (2017) (0)
- Serum 25‐hydroxyvitamin D, folate and cobalamin and their association with brain volumes and white matter integrity in a sample of urban adults (2020) (0)
- New Results - Shape, Landmark & Image-based Deformable Registration (2009) (0)
- Arterial Spin Labeled Perfusion MRI in Children with Chronic Kidney Disease (2012) (0)
- Chapter 17 – Computational Neuroanatomy Using Shape Transformations (2009) (0)
- Deformable registration using cortical features (1999) (0)
- State and trait-dependent associations of vitamin d with brain function and structure during aging (2015) (0)
- Two Neuroanatomical Subtypes of Schizophrenia Defined by Multi-Site Machine Learning (2020) (0)
- Patent Foramen Ovale Closure Decreases the Incidence but Not the Size of New Brain Infarction on Magnetic Resonance Imaging (2021) (0)
- The Radiogenomic and Spatiogenomic Landscapes of Glioblastoma, and their Relationship to Oncogenic Drivers (2022) (0)
- S197. An International Machine Learning Study of Modeling the Psychopathology in Schizophrenia: From Symptomatology to Neuroimaging Endophenotypes (2019) (0)
- Association of brain atrophy and vascular white matter lesions with CERAD score in Alzheimer's disease (2011) (0)
- WHITE MATTER HYPERINTENSITIES IN RELATION TO PATTERNS OF ACCELERATED BRAIN AGING, AD-LIKE ATROPHY AND AMYLOID BURDEN: RESULTS FROM THE ISTAGING CONSORTIUM ON MACHINE LEARNING AND LARGE-SCALE IMAGING ANALYTICS (2019) (0)
- IMG-15. Radiomic Profiling of Pediatric Low-Grade Glioma Improves Risk Stratification Beyond Clinical Measures (2022) (0)
- eScholarship Title Clinical and multimodal biomarker correlates of ADNI neuropathological findings Permalink (2013) (0)
- Targeting the Correct Population for Trials: A Post‐hoc Analysis of Trial of Solanezumab for Mild Dementia Due to Alzheimer’s disease. (2022) (0)
- Reducing Distortion in DTI Using SENSE: An Experimental Study with 13 Datasets (2004) (0)
- NIMG-37. JOINT LEARNING OF IMAGING AND GENOMIC DATA REVEALS DISTINCT GLIOBLASTOMA SUBTYPES (2022) (0)
- Depre s sive symptoms and brain volumes in older adults : a longitudinal magnetic resonance imaging study (2009) (0)
- Accelerated Brain Age Mediates The Association Between Psychological Profiles And Clinical Pain In Knee Osteoarthritis (2023) (0)
- SEX-SPECIFIC ASSOCIATIONS OF SERUM OXYSTEROLS WITH RISK OF ALZHEIMER’S DISEASE AND RATES OF BRAIN ATROPHY DURING AGING (2018) (0)
- Embracing the Disharmony in Heterogeneous Medical Data (2021) (0)
- Poster #M53 DIAGNOSING SCHIZOPHRENIA USING NEUROIMAGING: A META-ANALYSIS OF MULTIVARIATE PATTERN RECOGNITION STUDIES (2014) (0)
- Machine learning-based imaging biomarkers improve statistical power in clinical trials (2019) (0)
- Identifying Multivariate Imaging Patterns: Supervised, Semi-Supervised, and Unsupervised Learning Perspectives (2014) (0)
- Connectivity-based analysis: Application to white matter maturation in mouse brain (2012) (0)
- IC-P2-091: Integration of MRI measures of atrophy and protein aggregation with CSF biomarkers of AD pathology in individuals with mild cognitive impairment (2008) (0)
- Index Terms – Bayesian network, Bayesian morphological analysis, voxel-based morphometry, morphology-function analysis, atrophy detection, computational anatomy 1. Introduction (2001) (0)
- Decoding Multiple Subject fMRI Data using Manifold based Representation of Cognitive State Neural Signatures (2020) (0)
- Prediction of longitudinal clinical outcomes of MCI population using Alzheimer’s AT[N] biomarker profiling: Can machine learning methods improve our predictions? (2020) (0)
- P-028 Deformation-based analysis of the ADNI structural MR images of MCI and healthy controls reveals significant patterns of brain atrophy (2007) (0)
- Multivariate spatial patterns of amyloid deposition revealed through non-negative matrix factorization (2015) (0)
- 343 Machine Learning Using Multiparametric MRI Radiomic Feature Analysis to Predict Ki-67 in Meningiomas (2022) (0)
- Cognitive Function and Brain Structure in Persons With Type 2 Diabetes Mellitus After Intensive Lowering of Blood Pressure and Lipid LevelsA Randomized Clinical Trial (2014) (0)
- Editorial for “Non‐Invasive Evaluation of the Notch Signaling Pathway via Radiomic Signatures Based on Multiparametric MRI in Association With Biological Functions of Patients With Glioma: A Multi‐Institutional Study” (2022) (0)
- Multidimensional representations in late-life depression: convergence in neuroimaging, cognition, clinical symptomatology and genetics (2021) (0)
- P1-305: A diffusion tensor imaging study of markers of white matter aging (2008) (0)
- Blood pressure is associated with advanced brain aging patterns on MRI in midlife: The CARDIA Study (2021) (0)
- Bayesian Analysis of Morphological Changes Associated with Mild Cognitive Impairment : A Cross-Sectional Study (2002) (0)
- Open Source Software Sustainability Models: Initial White Paper from the Informatics Technology for Cancer Research Sustainability and Industry Partnership Work Group (Preprint) (2020) (0)
- Machine‐learning based MRI neuro‐anatomical signatures associated with cardiovascular and metabolic risk factors (2022) (0)
- PRNI 2011 preface (2011) (0)
- Application and validation of registration framework for real-time atlas guided biopsy (2008) (0)
- Message from the General Chair (2020) (0)
- NIMG-102. RAPNO-DEFINED SEGMENTATION AND VOLUMETRIC ASSESSMENT OF PEDIATRIC BRAIN TUMORS ON MULTI-PARAMETRIC MRI SCANS USING DEEP LEARNING; A ROBUST TOOL WITH POTENTIAL APPLICATION IN TUMOR RESPONSE ASSESSMENT (2022) (0)
- Online Exclusive Cognitive and functional resilience despite molecular evidence of Alzheimer's disease pathology (2013) (0)
- P3-470 IMPACT OF MOTOR PERFORMANCE ON EXECUTIVE FUNCTION IN ELDERLY PEOPLE AND MEMORY IN THE BALTIMORE LONGITUDINAL STUDY ON AGING (2019) (0)
- P2-398 CHOROID PLEXUS VOLUME IS ASSOCIATEDWITH COGNITIVE FUNCTION IN LATE LIFE (2018) (0)
- P1-233: MRI-based high-dimensional pattern classification of the Alzheimer's disease neuroimaging initiative Alzheimer's disease, mild cognitive impairment, and healthy controls reveals patterns of atrophy used for individual classification, and predict subsequent cognitive decline (2008) (0)
- NIMG-82. RADIOGENOMIC SIGNATURES OF KEY DRIVER GENES IN GBM REVEAL MOLECULAR HETEROGENEITY OF THE TUMOR MICROENVIRONMENT LINKED TO SPATIAL DISTRIBUTION: IMPACT ON THE TRAJECTORY OF GLIOMA EVOLUTION (2022) (0)
- Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI (2012) (0)
- Statistically-constrained robust diffeomorphic registration (2018) (0)
- NIMG-22. INTEGRATION OF A RADIOMIC SIGNATURE, CLINICAL VARIABLES AND PLASMA CELL-FREE DNA IN ADULT PATIENTS WITH NEWLY DIAGNOSED GLIOBLASTOMA PREDICTS PATIENT SURVIVAL AND IMPROVES DISEASE STRATIFICATION (2020) (0)
- TMOD-34. A RADIOMIC SIGNATURE OF INFILTRATION IN PERITUMORAL EDEMA PREDICTS SUBSEQUENT RECURRENCE IN GLIOBLASTOMA (2019) (0)
- Abstract 1494: Non-invasive prediction of molecular subtype in glioblastoma using multi-parametric magnetic resonance imaging pattern analysis and machine learning (2015) (0)
- Localized compression of grey matter maps for age prediction in healthy and clinical populations (2018) (0)
- Three Distinct Neuroanatomical Subtypes of Autism Spectrum Disorder, Revealed via Machine Learning, and Their Similarities With Schizophrenia Subtypes (2021) (0)
- P580. Two Schizophrenia Neuroanatomical Signatures From the PHENOM Consortium and Their Association With Psychopathology, Cognition, and Genetics in the Population-Level Samples (2022) (0)
- Abstract 2804: Impact of deformable registration methods for prediction of treatment response to neo-adjuvant chemotherapy in breast cancer (2021) (0)
- An autopsy‐validated, easily deployable MRI predictor of Alzheimer’s disease tau pathology (2022) (0)
- Three-year conversion of MCI to Alzheimer’s disease and cognitive decline can be predicted from polygenetic and imaging profiles (2013) (0)
- Unsupervised machine learning using K-means identifies radiomic subgroups of pediatric low-grade gliomas that correlate with key molecular markers (2022) (0)
- Penalized Decomposition Using Residuals (PeDecURe) for Nuisance Variable Adjustment in Multivariate Pattern Analysis (2022) (0)
- Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study (2023) (0)
- Shape analysis of amygdala atrophy using SPHARM-OT (2023) (0)
- Relationship between plasma analytes and SPARE-Alzheimer's disease defined patterns of brain atrophy in ADNI (2012) (0)
- P683. Sex Differences in the Functional Topography of Association Networks in Youths (2022) (0)
- LONGITUDINAL ANALYSIS OF MULTIVARIATE PATTERNS OF AMYLOID DEPOSITION REVEALS CONSISTENT STAGES OF AMYLOIDOSIS ACROSS STUDIES AND TRACERS (2019) (0)
- PRNI 2011 Conference Committee (2011) (0)
- P2-003: Integration of MRI measures of atrophy and protein aggregation with CSF biomarkers of Alzheimer's disease pathology in individuals with mild cognitive impairment (2008) (0)
- C. ROUX, Chairman Engineering in Medicine and Biology (2004) (0)
- Dynamic human brain mapping and analysis: From statistical atlases to patient-specific diagnosis and analysis (2008) (0)
- Preference Matrix Guided Sparse Canonical Correlation Analysis for Genetic Study of Quantitative Traits in Alzheimer’s Disease (2022) (0)
- Corrigendum: Vitamin D, Folate, and Cobalamin Serum Concentrations Are Related to Brain Volume and White Matter Integrity in Urban Adults (2021) (0)
- PLASMA CLUSTERIN IS ASSOCIATED WITH AD-VULNERABLE BRAIN REGIONS IN MIDDLE-AGE ADULTS: THE CARDIA BRAIN MRI STUDY (2016) (0)
- ASSOCIATION OF HIPPOCAMPAL VOLUME POLYGENIC PREDICTOR SCORE WITH CHANGE IN COGNITION AND BRAIN VOLUMES AMONG COGNITIVELY HEALTHY OLDER ADULTS (2019) (0)
- S49. Mapping Patterns of Network Dysconnectivity in the Developing Brain to Psychopathology Across Clinical Diagnostic Categories (2019) (0)
- Linked dimensions of psychopathology and connectivity in functional brain networks (2018) (0)
- A PROSPECTIVE STUDY OF FOCAL BRAIN, MOBILITY, AND FITNESS (2018) (0)
- Data‐driven approach reveals heterogeneity and region‐specific association of white matter hyperintensities with the APOE genotype (2020) (0)
- White matter integrity as a mediator between socioeconomic status and executive function (2022) (0)
- CSIG-25. EPIDERMAL GROWTH FACTOR RECEPTOR EXTRACELLULAR DOMAIN MISSENSE MUTATION A289V AS A DRIVER OF GLIOBLASTOMA INVASION AND PROLIFERATION (2018) (0)
- Cell‐Level Transcriptomic Network Analysis Provides Insights into Distinct Biological Mechanisms for Alzheimer’s Disease Enabling Targeted Drug Repositioning (2022) (0)
- Actigraphic Measures of Sleep and White Matter Volume in a Bi‐Racial Cohort (2020) (0)
- Three-year conversion of MCI to Alzheimer's disease and cognitive decline can be predicted from polygenetic and imaging profiles (2013) (0)
- Patterns of Structural Covariance Abnormalities and Clinical Correlations in Schizophrenia (2021) (0)
- WHITE MATTER HYPERINTENSITIES IN RELATION TO PATTERNS OF ACCELERATED BRAIN AGING, AD-LIKE ATROPHY AND AMYLOID BURDEN: RESULTS FROM THE ISTAGING CONSORTIUM ON MACHINE LEARNING AND LARGE-SCALE IMAGING ANALYTICS (2019) (0)
- The Genetic Heterogeneity of Multimodal Human Brain Age (2023) (0)
- P2-219 An image analysis and classification protocol for characterization of normal and abnormal aging via structural MRI (2004) (0)
- VASCULAR FACTORS AND MULTIPLE MEASURES OF EARLY BRAIN HEALTH: CARDIA BRAIN STUDY (2014) (0)
- O30. Multivariate Pattern Analysis Reveals Structural Brain Network Abnormalities in Schizophrenia (2019) (0)
- APOLIPOPROTEIN E4 GENOTYPE AND LONGITUDINAL CHANGES IN BRAIN STRUCTURE IN SUBSEQUENTLY IMPAIRED AND COGNITIVELY HEALTHY OLDER ADULTS (2018) (0)
- Phenotyping Aging of the Spontaneously Hypertensive Rat Brain Using 3 D Diffusion Tensor Imaging at 9 . 4 T : A Preliminary Study (2008) (0)
- Radiomic MRI signature reveals three distinct subtypes of glioblastoma with different clinical and molecular characteristics, offering prognostic value beyond IDH1 (2018) (0)
- PERSONALIZED BIOMARKERS OF NEURODEGENERATIVE DISEASES USING IMAGING PATTERN ANALYSIS AND MACHINE LEARNING METHODS: THE POWER OF COMBINING MULTIPLE TYPES OF INFORMATION (2014) (0)
- Non-invasive transcriptomic classification of de novo Glioblastoma patients through multivariate quantitative analysis of baseline preoperative multimodal magnetic resonance imaging (2019) (0)
- Author Correction: Enhancing the REMBRANDT MRI collection with expert segmentation labels and quantitative radiomic features (2022) (0)
- IM-14 High-dimensional pattern classification for individual patient analysis: Constructing diagnostic tools (2007) (0)
- Myelin-associated catatonia and its treatment by CSF1 receptor inhibition (2018) (0)
- Neighborhood Disadvantage, Brain, and Neurocognitive Function: Relations Among Cognitively Normal Older Adults (2020) (0)
- 3795 Alterations in Cardiac-Correlated Brain BOLD Signal in Children with Chronic Kidney Disease (2013) (0)
- Multiscale functional connectivity patterns of the aging brain learned from rsfMRI data of 4,259 individuals of the multi-cohort iSTAGING study (2022) (0)
- Structural Heterogeneity in Adolescent Brain Development (2023) (0)
- New Results - Fusion/Registration (2011) (0)
- EPA-1671 – Diagnosing Schizophrenia Using Neuroimaging: A Meta-analysis of Multivariate Pattern Recognition Studies (2014) (0)
- Three Imaging Endophenotypes Characterize Neuroanatomical Heterogeneity of Autism Spectrum Disorder (2022) (0)
- Tau-Neurodegeneration mismatch reveals vulnerability and resilience to comorbidities in Alzheimer's continuum (2023) (0)
- NIMG-74. RADIOIMMUNOMIC SIGNATURES IN PEDIATRIC LOW-GRADE GLIOMA BASED ON MULTIPARAMETRIC MRI SCANS (2022) (0)
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