Marc Modat
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Marc Modat's Degrees
- PhD Computer Science University of Oxford
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(Suggest an Edit or Addition)Marc Modat's Published Works
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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
- Attributes and predictors of long COVID (2021) (1166)
- Fast free-form deformation using graphics processing units (2010) (951)
- Vaccine side-effects and SARS-CoV-2 infection after vaccination in users of the COVID Symptom Study app in the UK: a prospective observational study (2021) (588)
- Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge (2011) (442)
- Attenuation Correction Synthesis for Hybrid PET-MR Scanners: Application to Brain Studies (2014) (307)
- Risk factors and disease profile of post-vaccination SARS-CoV-2 infection in UK users of the COVID Symptom Study app: a prospective, community-based, nested, case-control study (2021) (301)
- Geodesic Information Flows: Spatially-Variant Graphs and Their Application to Segmentation and Fusion (2015) (289)
- Weakly-supervised convolutional neural networks for multimodal image registration (2018) (272)
- The importance of appropriate partial volume correction for PET quantification in Alzheimer’s disease (2011) (258)
- Changes in symptomatology, reinfection, and transmissibility associated with the SARS-CoV-2 variant B.1.1.7: an ecological study (2021) (254)
- Symptom prevalence, duration, and risk of hospital admission in individuals infected with SARS-CoV-2 during periods of omicron and delta variant dominance: a prospective observational study from the ZOE COVID Study (2022) (253)
- Patterns of cortical thinning in the language variants of frontotemporal lobar degeneration (2009) (252)
- Global image registration using a symmetric block-matching approach (2014) (250)
- STEPS: Similarity and Truth Estimation for Propagated Segmentations and its application to hippocampal segmentation and brain parcelation (2013) (250)
- Accurate multimodal probabilistic prediction of conversion to Alzheimer's disease in patients with mild cognitive impairment☆ (2013) (234)
- Distinct profiles of brain atrophy in frontotemporal lobar degeneration caused by progranulin and tau mutations☆ (2010) (222)
- Illness duration and symptom profile in symptomatic UK school-aged children tested for SARS-CoV-2 (2021) (212)
- Attributes and predictors of Long-COVID: analysis of COVID cases and their symptoms collected by the Covid Symptoms Study App (2020) (212)
- Magnetic resonance imaging evidence for presymptomatic change in thalamus and caudate in familial Alzheimer’s disease (2013) (179)
- Toward adaptive radiotherapy for head and neck patients: Feasibility study on using CT-to-CBCT deformable registration for "dose of the day" calculations. (2014) (178)
- An event-based model for disease progression and its application in familial Alzheimer's disease and Huntington's disease (2012) (173)
- Brain MAPS: An automated, accurate and robust brain extraction technique using a template library (2011) (173)
- A comparison of voxel and surface based cortical thickness estimation methods (2011) (168)
- Symptom clusters in COVID-19: A potential clinical prediction tool from the COVID Symptom Study app (2020) (152)
- Associations Between Vascular Risk Across Adulthood and Brain Pathology in Late Life (2019) (149)
- Associations between blood pressure across adulthood and late-life brain structure and pathology in the neuroscience substudy of the 1946 British birth cohort (Insight 46): an epidemiological study (2019) (143)
- Magnetic resonance imaging in Alzheimer's Disease Neuroimaging Initiative 2 (2015) (123)
- Evaluation of Six Registration Methods for the Human Abdomen on Clinically Acquired CT (2016) (112)
- Atrophy patterns in Alzheimer's disease and semantic dementia: A comparison of FreeSurfer and manual volumetric measurements (2010) (109)
- A Survey of Methods for 3D Histology Reconstruction (2018) (109)
- An unbiased longitudinal analysis framework for tracking white matter changes using diffusion tensor imaging with application to Alzheimer's disease (2013) (107)
- Label-driven weakly-supervised learning for multimodal deformarle image registration (2017) (106)
- LoAd: A locally adaptive cortical segmentation algorithm (2011) (104)
- Reduced cortical thickness in the posterior cingulate gyrus is characteristic of both typical and atypical Alzheimer's disease. (2010) (103)
- Current smoking and COVID-19 risk: results from a population symptom app in over 2.4 million people (2021) (102)
- Optic Radiation Tractography and Vision in Anterior Temporal Lobe Resection (2012) (90)
- Multi-atlas Propagation Whole Heart Segmentation from MRI and CTA Using a Local Normalised Correlation Coefficient Criterion (2013) (89)
- AdaPT: An adaptive preterm segmentation algorithm for neonatal brain MRI (2013) (88)
- Inter-fraction variations in respiratory motion models (2011) (81)
- Appearance modeling of 11C PiB PET images: Characterizing amyloid deposition in Alzheimer's disease, mild cognitive impairment and healthy aging (2008) (80)
- Probable delirium is a presenting symptom of COVID-19 in frail, older adults: a cohort study of 322 hospitalised and 535 community-based older adults (2020) (79)
- The Importance of Group-Wise Registration in Tract Based Spatial Statistics Study of Neurodegeneration: A Simulation Study in Alzheimer's Disease (2012) (78)
- Cortical microstructure in young onset Alzheimer's disease using neurite orientation dispersion and density imaging (2018) (77)
- Toward adaptive radiotherapy for head and neck patients: Uncertainties in dose warping due to the choice of deformable registration algorithm. (2015) (75)
- aMAP is a validated pipeline for registration and segmentation of high-resolution mouse brain data (2016) (75)
- Lung registration using the NiftyReg package (2010) (71)
- A Nonlinear Biomechanical Model Based Registration Method for Aligning Prone and Supine MR Breast Images (2014) (70)
- Longitudinal measurement of the developing grey matter in preterm subjects using multi-modal MRI (2015) (70)
- NiftySim: A GPU-based nonlinear finite element package for simulation of soft tissue biomechanics (2014) (69)
- ApoE influences regional white-matter axonal density loss in Alzheimer's disease (2017) (68)
- In vivo imaging of tau pathology using multi-parametric quantitative MRI (2015) (67)
- Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge (2015) (67)
- Training recurrent neural networks robust to incomplete data: Application to Alzheimer’s disease progression modeling (2019) (67)
- Magnetic resonance virtual histology for embryos: 3D atlases for automated high-throughput phenotyping (2011) (63)
- Preventing visual field deficits from neurosurgery (2014) (61)
- Study protocol: Insight 46 – a neuroscience sub-study of the MRC National Survey of Health and Development (2017) (60)
- Automatic Structural Parcellation of Mouse Brain MRI Using Multi-Atlas Label Fusion (2014) (59)
- Longitudinal neuroanatomical and cognitive progression of posterior cortical atrophy (2019) (57)
- Attenuation Correction Synthesis for Hybrid PET-MR Scanners (2013) (56)
- Validation of clinical acceptability of an atlas-based segmentation algorithm for the delineation of organs at risk in head and neck cancer. (2015) (55)
- Presymptomatic cortical thinning in familial Alzheimer disease (2016) (51)
- Detailed volumetric analysis of the hypothalamus in behavioral variant frontotemporal dementia (2015) (50)
- Cone-Beam Computed Tomography and Deformable Registration-Based “Dose of the Day” Calculations for Adaptive Proton Therapy (2015) (46)
- Thalamic atrophy in frontotemporal dementia — Not just a C9orf72 problem (2018) (46)
- Atrophy Rates in Asymptomatic Amyloidosis: Implications for Alzheimer Prevention Trials (2013) (46)
- The effect of SARS-CoV-2 variant B.1.1.7 on symptomatology, re-infection and transmissibility (2021) (45)
- Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning (2021) (44)
- Parametric non-rigid registration using a stationary velocity field (2012) (44)
- Geodesic Information Flows (2012) (43)
- Robust CT Synthesis for Radiotherapy Planning: Application to the Head and Neck Region (2015) (42)
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation (2019) (42)
- Accurate Localization of Optic Radiation During Neurosurgery in an Interventional MRI Suite (2012) (42)
- Improving 3D medical image registration CUDA software with genetic programming (2014) (42)
- Multi-contrast attenuation map synthesis for PET/MR scanners: assessment on FDG and Florbetapir PET tracers (2015) (42)
- Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge (2019) (42)
- Using Manifold Learning for Atlas Selection in Multi-Atlas Segmentation (2013) (41)
- A hybrid fem-based method for aligning prone and supine images for image guided breast surgery (2011) (39)
- A generalized framework unifying image registration and respiratory motion models and incorporating image reconstruction, for partial image data or full images (2017) (39)
- Presymptomatic white matter integrity loss in familial frontotemporal dementia in the GENFI cohort: A cross‐sectional diffusion tensor imaging study (2018) (39)
- Illness Characteristics of COVID-19 in Children Infected with the SARS-CoV-2 Delta Variant (2021) (37)
- Anosmia, ageusia, and other COVID-19-like symptoms in association with a positive SARS-CoV-2 test, across six national digital surveillance platforms: an observational study (2021) (37)
- Detecting COVID-19 infection hotspots in England using large-scale self-reported data from a mobile application: a prospective, observational study (2020) (36)
- Diffeomorphic demons using normalized mutual information, evaluation on multimodal brain MR images (2010) (36)
- GPU accelerated rotation-based emission tomography reconstruction (2010) (36)
- Template-Based Multimodal Joint Generative Model of Brain Data (2015) (35)
- Early detection of COVID-19 in the UK using self-reported symptoms: a large-scale, prospective, epidemiological surveillance study (2021) (35)
- Detecting COVID-19 infection hotspots in England using large-scale self-reported data from a mobile application: a prospective, observational study (2020) (34)
- Inverse-Consistent Symmetric Free Form Deformation (2012) (34)
- Iterative framework for the joint segmentation and CT synthesis of MR images: application to MRI-only radiotherapy treatment planning (2017) (34)
- Imaging the accumulation and suppression of tau pathology using multiparametric MRI (2016) (33)
- Scribble-based Domain Adaptation via Co-segmentation (2020) (32)
- Illness duration and symptom profile in a large cohort of symptomatic UK school-aged children tested for SARS-CoV-2 (2021) (32)
- Genetic improvement of GPU software (2017) (32)
- Patterns of progressive atrophy vary with age in Alzheimer's disease patients (2018) (31)
- Registration of the endoluminal surfaces of the colon derived from prone and supine CT colonography. (2011) (31)
- Comparison of In Vivo and Ex Vivo MRI for the Detection of Structural Abnormalities in a Mouse Model of Tauopathy (2017) (30)
- Multi-Domain Adaptation in Brain MRI through Paired Consistency and Adversarial Learning (2019) (30)
- Measuring brain atrophy with a generalized formulation of the boundary shift integral☆ (2015) (28)
- Key predictors of attending hospital with COVID19: An association study from the COVID Symptom Tracker App in 2,618,948 individuals (2020) (27)
- SARS-CoV-2 (COVID-19) infection in pregnant women: characterization of symptoms and syndromes predictive of disease and severity through real-time, remote participatory epidemiology. (2020) (27)
- Presymptomatic atrophy in autosomal dominant Alzheimer's disease: A serial magnetic resonance imaging study (2017) (27)
- Longitudinal in vivo MRI in a Huntington’s disease mouse model: Global atrophy in the absence of white matter microstructural damage (2016) (27)
- Susceptibility artefact correction using dynamic graph cuts: Application to neurosurgery (2014) (26)
- Probabilistic non-linear registration with spatially adaptive regularisation (2015) (26)
- Federated learning enables big data for rare cancer boundary detection (2022) (26)
- Multi-STEPS: Multi-label similarity and truth estimation for propagated segmentations (2012) (25)
- An Event-Based Disease Progression Model and Its Application to Familial Alzheimer's Disease (2011) (24)
- Acceleration of hippocampal atrophy rates in asymptomatic amyloidosis (2016) (22)
- Hippocampal subfield volumes and pre-clinical Alzheimer’s disease in 408 cognitively normal adults born in 1946 (2019) (22)
- MONAI: An open-source framework for deep learning in healthcare (2022) (22)
- Adaptive Neonate Brain Segmentation (2011) (21)
- Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections (2018) (21)
- Optimal symptom combinations to aid COVID-19 case identification: Analysis from a community-based, prospective, observational cohort (2021) (21)
- Multimodal Image Analysis in Alzheimer’s Disease via Statistical Modelling of Non-local Intensity Correlations (2016) (21)
- Brain volume estimation from post-mortem newborn and fetal MRI (2014) (20)
- Consensus between Pipelines in Structural Brain Networks (2014) (20)
- Knowledge distillation for semi-supervised domain adaptation (2019) (19)
- Author Correction: Attributes and predictors of long COVID (2021) (19)
- Hippocampal Subfield Volumetry: Differential Pattern of Atrophy in Different Forms of Genetic Frontotemporal Dementia (2018) (19)
- CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation (2022) (19)
- Simulating Neurodegeneration through Longitudinal Population Analysis of Structural and Diffusion Weighted MRI Data (2014) (18)
- Consistency of parametric registration in serial MRI studies of brain tumor progression (2008) (18)
- Database-Based Estimation of Liver Deformation under Pneumoperitoneum for Surgical Image-Guidance and Simulation (2015) (18)
- GAS: A genetic atlas selection strategy in multi‐atlas segmentation framework (2019) (17)
- Variational Encoder-Decoder for Joint Modality Completion and Segmentation p . In Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 (2019) (17)
- Accessible data curation and analytics for international-scale citizen science datasets (2020) (17)
- A method for rapid production of subject specific finite element meshes for electrical impedance tomography of the human head (2012) (17)
- Using florbetapir positron emission tomography to explore cerebrospinal fluid cut points and gray zones in small sample sizes (2015) (17)
- Study the Longitudinal in vivo and Cross-Sectional ex vivo Brain Volume Difference for Disease Progression and Treatment Effect on Mouse Model of Tauopathy Using Automated MRI Structural Parcellation (2019) (16)
- Deep Boosted Regression for MR to CT Synthesis (2018) (16)
- Current tobacco smoking and risk from COVID-19: results from a population symptom app in over 2.4 million people (2020) (16)
- A symmetric block-matching framework for global registration (2014) (16)
- Anxiety and depression symptoms after COVID-19 infection: results from the COVID Symptom Study app (2021) (16)
- A Bayesian Approach for Spatially Adaptive Regularisation in Non-rigid Registration (2013) (16)
- Robust training of recurrent neural networks to handle missing data for disease progression modeling (2018) (16)
- COVID-19 due to the B.1.617.2 (Delta) variant compared to B.1.1.7 (Alpha) variant of SARS-CoV-2: a prospective observational cohort study (2021) (15)
- Cortical Folding Analysis on Patients with Alzheimer's Disease and Mild Cognitive Impairment (2012) (15)
- [Accepted Manuscript] Presymptomatic atrophy in autosomal dominant Alzheimer's disease: A serial MRI study. (2017) (15)
- Anosmia and other SARS-CoV-2 positive test-associated symptoms, across three national, digital surveillance platforms as the COVID-19 pandemic and response unfolded: an observation study (2020) (15)
- Symptoms and syndromes associated with SARS-CoV-2 infection and severity in pregnant women from two community cohorts (2021) (15)
- Issues in quantification of registered respiratory gated PET/CT in the lung (2015) (14)
- Scale Factor Point Spread Function Matching: Beyond Aliasing in Image Resampling (2015) (14)
- Log-Euclidean free-form deformation (2011) (14)
- Segmentation propagation using a 3D embryo atlas for high‐throughput MRI phenotyping: Comparison and validation with manual segmentation (2013) (14)
- Knowledge barriers in the symptomatic-COVID-19 testing programme in the UK: an observational study (2021) (13)
- Establishing Spatial Correspondence between the Inner Colon Surfaces from Prone and Supine CT Colonography (2010) (13)
- A cognitive chameleon: Lessons from a novel MAPT mutation case (2013) (13)
- On the Extraction of Topologically Correct Thickness Measurements Using Khalimsky's Cubic Complex (2011) (13)
- A parallel-friendly normalized mutual information gradient for free-form registration (2009) (13)
- Fully-Automated μMRI Morphometric Phenotyping of the Tc1 Mouse Model of Down Syndrome (2016) (13)
- Permutohedral Attention Module for Efficient Non-Local Neural Networks (2019) (12)
- Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs (2018) (12)
- A Framework for Using Diffusion Weighted Imaging to Improve Cortical Parcellation (2010) (12)
- Using fractional gradient information in non-rigid image registration: application to breast MRI (2012) (11)
- The habenula: an under-recognised area of importance in frontotemporal dementia? (2015) (11)
- Registration of MRI and iUS Data to Compensate Brain Shift Using a Symmetric Block-Matching Based Approach (2018) (11)
- Locally Ranked STAPLE for template based segmentation propagation (2011) (11)
- A magnetic resonance multi-atlas for the neonatal rabbit brain (2018) (11)
- Efficient dense non-rigid registration using the free-form deformation framework (2012) (11)
- Basal forebrain atrophy in frontotemporal dementia (2020) (11)
- Profiling post-COVID syndrome across different variants of SARS-CoV-2 (2022) (11)
- Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation (2021) (11)
- Measuring cortical mean diffusivity to assess early microstructural cortical change in presymptomatic familial Alzheimer’s disease (2020) (10)
- On the Initialization of Long Short-Term Memory Networks (2019) (10)
- A multi-path approach to histology volume reconstruction (2015) (10)
- MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation (2021) (10)
- Automated brain extraction using Multi-Atlas Propagation and Segmentation (MAPS) (2011) (10)
- Improved Maximum a Posteriori Cortical Segmentation by Iterative Relaxation of Priors (2009) (9)
- Interpretable Convolutional Neural Networks for Preterm Birth Classification (2019) (9)
- Anxiety and depression symptoms after COVID-19 infection: results from the COVID Symptom Study app (2021) (9)
- A novel use of arterial spin labelling MRI to demonstrate focal hypoperfusion in individuals with posterior cortical atrophy: a multimodal imaging study (2016) (9)
- CT synthesis in the head & neck region for PET/MR attenuation correction: an iterative multi-atlas approach (2015) (9)
- Combining Multimodal Information for Metal Artefact Reduction: An Unsupervised Deep Learning Framework (2020) (8)
- Computational modelling of pathogenic protein spread in neurodegenerative diseases (2018) (8)
- Immediate ROI Search for 3-D Medical Images (2012) (8)
- Learn2Reg - The Challenge (2020) (8)
- Post-vaccination infection rates and modification of COVID-19 symptoms in vaccinated UK school-aged children and adolescents: A prospective longitudinal cohort study (2022) (8)
- Robust parametric modeling of Alzheimer’s disease progression (2019) (8)
- Classification of Alzheimer's disease patients and controls with Gaussian processes (2012) (8)
- Spatio-Temporal Shape Analysis of Cross-Sectional Data for Detection of Early Changes in Neurodegenerative Disease (2016) (7)
- Longitudinal Measurement of the Developing Thalamus in the Preterm Brain Using Multi-modal MRI (2014) (7)
- Multi-channel registration of fractional anisotropy and T1-weighted images in the presence of atrophy: application to multiple sclerosis. (2015) (7)
- A Position Statement on the Utility of Interval Imaging in Standard of Care Brain Tumour Management: Defining the Evidence Gap and Opportunities for Future Research (2021) (7)
- Manifold learning for atlas selection in multi-atlas-based segmentation of hippocampus (2012) (7)
- Nonlinear Elastic Spline Registration: Evaluation with Longitudinal Huntington's Disease Data (2010) (7)
- The impact of unscheduled gaps and iso-centre sequencing on the biologically effective dose in Gamma Knife radiosurgery (2021) (6)
- Optimal symptom combinations to aid COVID-19 case identification: analysis from a community-based, prospective, observational cohort (2020) (6)
- Joint Multimodal Segmentation of Clinical CT and MR from Hip Arthroplasty Patients (2017) (6)
- Harmonized Segmentation of Neonatal Brain MRI (2021) (6)
- Quantitative Airway Analysis in Longitudinal Studies Using Groupwise Registration and 4D Optimal Surfaces (2013) (6)
- Knowledge barriers in a national symptomatic-COVID-19 testing programme (2022) (6)
- Geodesic Shape-Based Averaging (2012) (6)
- Disentangling post-vaccination symptoms from early COVID-19 (2021) (6)
- Towards adaptive radiotherapy for head and neck patients: validation of an in-house deformable registration algorithm (2014) (6)
- Integrating structural and diffusion MR information for optic radiation localisation in focal epilepsy patients (2011) (6)
- An Oblique Approach to Prediction of Conversion to Alzheimer's Disease with Multikernel Gaussian Processes (2014) (6)
- Gaussian processes with optimal kernel construction for neuro-degenerative clinical onset prediction (2018) (5)
- Multi Atlas Segmentation applied to in vivo mouse brain MRI (2012) (5)
- Nonrigid registration with differential bias correction using normalised mutual information (2010) (5)
- Longitudinal Cortical Thickness Estimation Using Khalimsky's Cubic Complex (2011) (5)
- Near real time brain shift estimation for interventional MRI suite (2010) (5)
- Susceptibility artefact correction by combining B0 field maps and non-rigid registration using graph cuts (2013) (5)
- Automated postoperative muscle assessment of hip arthroplasty patients using multimodal imaging joint segmentation (2020) (5)
- Uncertainty analysis of MR-PET image registration for precision neuro-PET imaging (2021) (5)
- Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas (2021) (5)
- Landmark-Based Evaluation of a Block-Matching Registration Framework on the RESECT Pre- and Intra-operative Brain Image Data Set (2019) (5)
- Imaging Biomarkers of Glioblastoma Treatment Response: A Systematic Review and Meta-Analysis of Recent Machine Learning Studies (2022) (4)
- Improved Neuronavigation through Integration of Intraoperative Anatomical and Diffusion Images in an Interventional MRI Suite (2011) (4)
- Automatic assessment of volume asymmetries applied to hip abductor muscles in patients with hip arthroplasty (2015) (4)
- Post-vaccination SARS-CoV-2 infection: risk factors and illness profile in a prospective, observational community-based case-control study (2021) (4)
- Incompressible Image Registration Using Divergence-Conforming B-Splines (2019) (4)
- Substantially thinner internal granular layer and reduced molecular layer surface in the cerebellar cortex of the Tc1 mouse model of down syndrome – a comprehensive morphometric analysis with active staining contrast-enhanced MRI (2020) (4)
- A multi-channel uncertainty-aware multi-resolution network for MR to CT synthesis (2021) (4)
- Multi-scale Analysis of Imaging Features and Its Use in the Study of COPD Exacerbation Susceptible Phenotypes (2014) (4)
- Topologically correct cortical segmentation using Khalimsky's cubic complex framework (2011) (4)
- Locally weighted Markov random fields for cortical segmentation (2010) (4)
- Neurite orientation dispersion and density imaging (NODDI) in young-onset Alzheimer's disease and its syndromic variants (2015) (4)
- Forward-backward splitting in deformable image registration: A demons approach (2018) (3)
- Cross-Modality Domain Adaptation for Medical Image Segmentation (2021) (3)
- Model-Based Refinement of Nonlinear Registrations in 3D Histology Reconstruction (2018) (3)
- Accurate Small Deformation Exponential Approximant to Integrate Large Velocity Fields: Application to Image Registration (2016) (3)
- Prion disease diagnosis using subject-specific imaging biomarkers within a multi-kernel Gaussian process (2019) (3)
- Individualized Prognostic Prediction of the Long-Term Functional Trajectory in Pediatric Acquired Brain Injury (2021) (3)
- Fast Free-Form Deformation using the Normalised Mutual Information gradient and Graphics Processing Units (2008) (3)
- Diffusion Tensor Driven Image Registration: A Deep Learning Approach (2020) (3)
- High-dimensional morphometry Measuring brain atrophy with a generalized formulation of the boundary shift integral q (2014) (3)
- Comparison of Multi-class Machine Learning Methods for the Identification of Factors Most Predictive of Prognosis in Neurobehavioral assessment of Pediatric Severe Disorder of Consciousness through LOCFAS scale* (2019) (3)
- Machine Learning and Glioblastoma: Treatment Response Monitoring Biomarkers in 2021 (2021) (3)
- PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation (2018) (3)
- Tensor Spectral Matching of Diffusion Weighted Images (2015) (3)
- Imaging biomarkers for the diagnosis of Prion disease (2018) (2)
- Evaluating a multi-channel registration approach of FA and T1w on MS patients with simulated atrophy (2013) (2)
- A population‐based study of head injury, cognitive function and pathological markers (2021) (2)
- Harmonised Segmentation of Neonatal Brain MRI: A Domain Adaptation Approach (2020) (2)
- Towards Automated Spine Mobility Quantification: A Locally Rigid CT to X-ray Registration Framework (2020) (2)
- Investigating the relationship between BMI across adulthood and late life brain pathologies (2021) (2)
- Uncertainty-Aware Multi-resolution Whole-Body MR to CT Synthesis (2020) (2)
- Investigating Image Registration Impact on Preterm Birth Classification: An Interpretable Deep Learning Approach (2019) (2)
- Multi-modal pharmacokinetic modelling for DCE-MRI: using diffusion weighted imaging to constrain the local arterial input function (2014) (2)
- Improving MRI Brain Image Classification with Anatomical Regional Kernels (2015) (2)
- Multi-channel registration of FA and T1-weighted images to standard space: patients with multiple sclerosis. (2012) (2)
- Inter Extreme Points Geodesics for Weakly Supervised Segmentation (2021) (2)
- A Comparison of Symptom Prevalence, Severity and Duration in the SARS-CoV-2 Omicron Versus Delta Variants Among Vaccinated Individuals from the ZOE COVID Study (2022) (2)
- Emerging Treatments for Disorders of Consciousness in Paediatric Age (2022) (2)
- Registration of Prone and Supine CT Colonography Datasets with Differing Endoluminal Distension (2013) (1)
- Novel phenotyping methods using microMRI (2009) (1)
- Disease progression modeling‐based prediction of cognitive decline (2020) (1)
- Partial Volume Correction of Amyvid and FDG PET data using the discrete iterative Yang technique (2015) (1)
- Are early atrophy patterns in autosomal dominant familial Alzheimer's disease gene-dependent? (2013) (1)
- Bilateral Weighted Adaptive Local Similarity Measure for Registration in Neurosurgery (2016) (1)
- AmyPype: an automated system to quantify AMYPAD’s [ 18 F]flutemetamol and [ 18 F]florbetaben images including regional SUVR and Centiloid analysis (2019) (1)
- Stratified Voxel-Based Morphometry ( sVBM ) (2013) (1)
- Vaccination against SARS-CoV-2 in UK school-aged children and young people decreases infection rates and reduces COVID-19 symptoms (2022) (1)
- Establishment of an open database of realistic simulated data for evaluation of partial volume correction techniques in brain PET/MR (2015) (1)
- Phenotyping in the Mouse Embryo using a microMRI atlas (2009) (1)
- PHENOTYPIC DIFFERENCES IN QUANTITATIVE MRI PARAMETERS IN TYPICAL AMNESTIC ALZHEIMER’S DISEASE AND PCA IN A YOUNG-ONSET ALZHEIMER’S COHORT (2016) (1)
- Multikernel Gaussian Processes for patient stratification from imaging biomarkers with heterogeneous patterns (2017) (1)
- Spatiotemporal analysis for detection of pre-symptomatic shape changes in neurodegenerative diseases: applied to GENFI study (2018) (1)
- Template-Free Estimation of Intracranial Volume: A Preterm Birth Animal Model Study (2017) (1)
- STRATIFICATION OF DEMENTIA SUB-TYPES USING ARTERIAL SPIN LABELED MRI (2014) (1)
- Augmentation based unsupervised domain adaptation (2022) (1)
- Identifying optimal combinations of symptoms to trigger diagnostic work-up of suspected COVID-19 cases in vaccine trials: analysis from a community-based, prospective, observational cohort (2020) (1)
- Volumetric MRI is a promising outcome measure of muscle reinnervation (2021) (1)
- GENOME-WIDE POLYGENIC RISK FOR ALZHEIMER’S DISEASE IS ASSOCIATED WITH RATE OF METABOLIC DECLINE BUT NOT WITH RATE OF AMYLOID DEPOSITION (2016) (1)
- A comparative study of voxel and surface-based cortical thickness methods in frontotemporal dementia (2011) (1)
- Automated image curation in diabetic retinopathy screening using deep learning (2022) (1)
- 144 Probable Delirium is A Presenting Symptom of COVID-19 in Frail, Older Adults: A Study of Hospitalised and Community-Based Cohorts (2021) (1)
- Propagation-based Morphometry in an ex vivo mouse embryo atlas - assessment and validation (2010) (1)
- Grey Matter Sublayer Thickness Estimation in the Mouse Cerebellum (2015) (1)
- 22 Volumetric MRI; A Potential Outcome Measure of Muscle Reinnervation (2021) (1)
- Study of inter-fraction variations in respiratory motion using deformable registration based motion models (2010) (1)
- Tensor based morphometry on the Tc 1 mouse model of Down syndrome highlights previously undetected phenotypes (2010) (1)
- Robust and fully-automated atrophy measures for multiple sclerosis disease. (2014) (1)
- Feasibility Randomized Trial for an Intensive Memory-Focused Training Program for School-Aged Children with Acquired Brain Injury (2019) (1)
- LONGITUDINAL RATES OF AMYLOID ACCUMULATION IN A 70-YEAR OLD BRITISH BIRTH COHORT (2019) (0)
- A Pipeline for efficient segmentation using a large template library. (2012) (0)
- 1517 Fully automated estimation of brain volumes in post-mortem newborns and fetuses (2013) (0)
- A Pareto front based methodology to better assess medical image registration algorithms (2022) (0)
- A COMPARISON OF TECHNIQUES FOR QUANTIFYING AMYLOID BURDEN ON A COMBINED PET/MR SCANNER (2017) (0)
- Detailed structural analysis of the hypothalamus in behavioral variant frontotemporal dementia (2015) (0)
- SAMPLE SIZE ESTIMATES FOR SECONDARY PREVENTION STUDIES USING REGIONAL ATROPHY RATES (2018) (0)
- A multi-organ point cloud registration algorithm for abdominal CT registration (2022) (0)
- A COMPARISON OF TECHNIQUES FOR QUANTIFYING AMYLOID BURDEN ON A COMBINED PET/MR SCANNER (2017) (0)
- Attention-Driven Multi-channel Deformable Registration of Structural and Microstructural Neonatal Data (2022) (0)
- Vascular risk factors and amyloid pathology: Additive or interactive associations? (2020) (0)
- Are early atrophy patterns in autosomal dominant familial Alzheimer's disease gene-dependent? (2013) (0)
- SURFACE-BASED ANALYSIS OF CORTICAL GREY MATTER MICROSTRUCTURE IN YOUNG-ONSET ALZHEIMER'S DISEASE USING NEURITE ORIENTATION DISPERSION AND DENSITY IMAGING (NODDI) (2018) (0)
- Neurite orientation dispersion and density imaging (NODDI) in young onset Alzheimer's disease and its syndromic variants (2015) (0)
- Driving Points Prediction For Abdominal Probabilistic Registration (2022) (0)
- Using florbetapir F18 PET to validate CSF cut-points and increase diagnostic certainty in atypical dementias (2015) (0)
- Mouse phenotyping using high resolution 3D microscopic magnetic resonance imaging (2011) (0)
- Adulthood cognitive trajectories over 26 years and brain health at 70 years of age: findings from the 1946 British Birth Cohort (2022) (0)
- Patterns of cortical thickness in pathologically-confirmed typical and atypical Alzheimer's disease (2011) (0)
- Atrophy Measurement Based on Segmentation Propagation and the Boundary Shift Integral Technique (2012) (0)
- Cross-sectional analysis using voxel or surface based cortical thickness methods: A comparison study (2011) (0)
- Individual Factors Including Age, BMI, and Heritable Factors Underlie Temperature Variation in Sickness and in Health: An Observational, Multi-cohort Study (2021) (0)
- Erratum to: Establishment of an open database of realistic simulated data for evaluation of partial volume correction techniques in brain PET/MR (2015) (0)
- Cross-sectional cerebral volumetric differences and associations with estimated time to age-at-onset in familial Alzheimer's disease: Findings from the DIAN study (2012) (0)
- NEUROIMAGING AND HETEROGENEITY IN FAMILIAL ALZHEIMER'S DISEASE (2017) (0)
- GENOME-WIDE POLYGENIC RISK FOR ALZHEIMER’S DISEASE IS ASSOCIATED WITH RATE OF METABOLIC DECLINE BUT NOT WITH RATE OF AMYLOID DEPOSITION (2016) (0)
- Toward semi-automatic biologically effective dose treatment plan optimisation for Gamma Knife radiosurgery (2022) (0)
- BRAIN VOLUME, CEREBRAL β-AMYLOID DEPOSITION, AND AGEING: A STUDY OF OVER 200 INDIVIDUALS BORN IN THE SAME WEEK IN 1946 (2017) (0)
- Measuring cortical mean diffusivity to assess early microstructural cortical change in presymptomatic familial Alzheimer’s disease (2020) (0)
- Multimodal imaging analysis of C9orf72-associated FTD in the Genetic Frontotemporal dementia Initiative (GENFI) study (2016) (0)
- LONGITUDINAL RATES OF ATROPHY IN FAMILIAL ALZHEIMER'S DISEASE (2014) (0)
- Mouse Embryo Phenotyping with Contrast-enhanced micro-Diffusion Tensor Imaging (2011) (0)
- METHODOLOGICAL AND LOGISTIC STRATEGIES FOR A LARGE MULTI-CENTER β-AMYLOID PET EUROPEAN PROJECT: AMYLOID IMAGING TO PREVENT ALZHEIMER’S DISEASE (AMYPAD) (2017) (0)
- Optimization of Multimodal and Multitemporal Deformable Image Registration for Head and Neck Cancer (2016) (0)
- MRI Volumetric Assessment of Reinnervated Elbow Flexor Muscles Following Nerve Transfer (2020) (0)
- Accessible data curation and analytics for international-scale citizen science datasets (2021) (0)
- A DATA-DRIVEN COMPARISON OF THE PROGRESSION OF BRAIN ATROPHY IN POSTERIOR CORTICAL ATROPHY AND ALZHEIMER'S DISEASE (2016) (0)
- Author Correction: Federated learning enables big data for rare cancer boundary detection (2023) (0)
- MULTI-MODAL IMAGE REGISTRATION: APPLICATION TO FAMILIAL AD SUBJECTS (2014) (0)
- Imaging biomarkers in Alzheimer's disease (2020) (0)
- LONGITUDINAL ATROPHY IN AUTOSOMAL DOMINANT AD AND SPORADIC AD: LESSONS FROM DIAN (2016) (0)
- EP-1492: A framework combining image registration, respiratory motion models, and motion compensated image reconstruction (2015) (0)
- CHARACTERISING PRESYMPTOMATIC ATROPHY PATTERNS THROUGH MULTIVARIATE MACHINE LEARNING (2017) (0)
- Detailed structural analysis of the hypothalamus in behavioral variant frontotemporal dementia (2015) (0)
- Registration of Histological Sections with Clinical Imaging : A Survey (2018) (0)
- Uncertainty-Aware Deep Learning Based Deformable Registration (2021) (0)
- O4-06-02 TDP-43 AND BETA-AMYLOID PRECURSOR PROTEIN PROCESSING PRODUCTS IN CEREBROSPINAL FLUID OF PATIENTS WITH AMYOTROPHIC LATERAL SCLEROSIS AND FRONTOTEMPORAL LOBAR DEGENERATION (0)
- CHARACTERISING PRESYMPTOMATIC ATROPHY PATTERNS THROUGH MULTIVARIATE MACHINE LEARNING (2017) (0)
- Putaminal diffusion tensor imaging measures predict disease severity across human prion diseases (2020) (0)
- Operationalising the Centiloid Scale for florbetapir PET Studies on PET/MR (2022) (0)
- Simulation of pathogenic protein spread in an artificial neural network (2016) (0)
- MEASURING CORTICAL MEAN DIFFUSIVITY TO ASSESS EARLY MICROSTRUCTURAL CORTICAL CHANGE IN PRESYMPTOMATIC AUTOSOMAL DOMINANT ALZHEIMER’S DISEASE (2019) (0)
- Harmonised segmentation of neonatal brain MRI (2021) (0)
- CT colonography: inverse-consistent symmetric registration of prone and supine inner colon surfaces (2013) (0)
- Rates of brain and hippocampal atrophy in presymptomatic familial Alzheimer's disease: Acceleration and mutation effects (2012) (0)
- Comparison of static and dynamic analysis techniques for longitudinal analysis of amyloid PET (2020) (0)
- Cross-sectional cerebral volumetric differences and associations with estimated time to age-at-onset in familial Alzheimer's disease: Findings from the DIAN study (2012) (0)
- USING FLORBETAPIR PET TO INCREASE DIAGNOSTIC CERTAINTY IN ATYPICAL DEMENTIAS (2015) (0)
- MIDLIFE AFFECTIVE SYMPTOMS ARE ASSOCIATED WITH LOWER BRAIN VOLUMES IN LATER LIFE: EVIDENCE FROM A PROSPECTIVE UK BIRTH COHORT (2017) (0)
- LONGITUDINAL NEURITE ORIENTATION DISPERSION AND DENSITY IMAGING IN YOUNG-ONSET ALZHEIMER'S DISEASE (2017) (0)
- Lesion-wise evaluation for effective performance monitoring of small object segmentation (2021) (0)
- Brain and hippocampal rates of atrophy in familial Alzheimer's disease mutation carriers: Preliminary findings from the DIAN study (2012) (0)
- CENTILOID SCALE TRANSFORMATION OF FLORBETAPIR DATA ACQUIRED ON A PET/MR SCANNER (2019) (0)
- Elevated baseline PiB-PET amyloid load in asymptomatic controls predicts increased hippocampal and whole brain atrophy over the following 3 years (2013) (0)
- A novel events-based model for mapping disease progression and its application to familial Alzheimer ' s disease (2010) (0)
- Brain and hippocampal rates of atrophy in familial Alzheimer's disease mutation carriers: Preliminary findings from the DIAN study (2012) (0)
- Phenotyping in the Mouse Embryo using a μ MRI atlas (2008) (0)
- MULTI-MODAL IMAGE REGISTRATION: APPLICATION TO FAMILIAL AD SUBJECTS (2014) (0)
- LONGITUDINAL NEURITE ORIENTATION DISPERSION AND DENSITY IMAGING IN YOUNG-ONSET ALZHEIMER'S DISEASE (2017) (0)
- Rates of brain and hippocampal atrophy in presymptomatic familial Alzheimer's disease: Acceleration and mutation effects (2012) (0)
- Dissociating volume and intensity differences in familial Alzheimer's disease (2013) (0)
- Rates of hippocampal atrophy are associated with increased PiB-PET amyloid load in elderly controls (2012) (0)
- Rates of hippocampal atrophy are associated with increased PiB-PET amyloid load in elderly controls (2012) (0)
- Image registration and pharmacokinetic parameter estimation for 3D DCE-MR mammography (2010) (0)
- Author Correction: Symptoms and syndromes associated with SARS-CoV-2 infection and severity in pregnant women from two community cohorts (2022) (0)
- The effects of COVID-19 on cognitive performance in a community-based cohort: A COVID Symptom Study Biobank observational study (2023) (0)
- The UCL Centre for Medical Image Computing (CMIC): An integrated suite of open source software tools to support imaging research in Neurosciences, Oncology and Cardiovascular Sciences (2011) (0)
- PRESYMPTOMATIC WHITE MATTER INTEGRITY LOSS IN FAMILIAL FRONTOTEMPORAL DEMENTIA IN THE GENETIC FRONTOTEMPORAL DEMENTIA INITIATIVE (GENFI) COHORT: A MULTI-CENTRE, CROSS-SECTIONAL, DIFFUSION TENSOR IMAGING STUDY (2017) (0)
- Biomedical Image Registration (2014) (0)
- Author Correction: Volumetric MRI is a promising outcome measure of muscle reinnervation (2021) (0)
- MONAI dynUNet model for fetal brain segmentation (2020) (0)
- LONGITUDINAL CORTICAL THICKNESS IN SPORADIC YOUNG ONSET ALZHEIMER’S DISEASE (2018) (0)
- Vaccine after Effects and Post-Vaccine Infection in a Real World Setting: Results from the COVID Symptom Study App (2021) (0)
- CENTILOID SCALE TRANSFORMATION OF FLORBETAPIR DATA ACQUIRED ON A PET/MR SCANNER (2019) (0)
- Detection of cerebral aneurysms using artificial intelligence: a systematic review and meta-analysis (2022) (0)
- Individual factors underlie temperature variation in sickness and in health: influence of age, BMI and genetic factors in a multi-cohort study (2021) (0)
- Dissociating volume and intensity differences in familial Alzheimer's disease (2013) (0)
- DIFFERENTIAL HIPPOCAMPAL SUBFIELD LOSS IN DIFFERENT PHENOTYPES OF YOUNG ONSET ALZHEIMER’S DISEASE (2018) (0)
- Investigating the relationship between BMI across adulthood and late life brain pathologies (2021) (0)
- IMAGE REGISTRATION, MOTION MODELING AND TISSUE DEFORMATION (2009) (0)
- A multiscale MRI approach to investigate novel drug treatment strategies in mouse models of Alzheimer's disease (2015) (0)
- Computational Modelling of Pathogenic Protein Behaviour-Governing Mechanisms in the Brain (2018) (0)
- Image Registration Using the 'NiftyReg' Library [R package RNiftyReg version 2.7.0] (2020) (0)
- 2001 Average probabilistic brain atlases for post-mortem newborn and fetal populations and application to tissue segmentation (2013) (0)
- Developing optic radiation tractography to reduce visual field deficits following anterior temporal lobe resection (2011) (0)
- SP-0348 Challenges of collection, sharing and analysis of data at scale (2019) (0)
- SAMPLE SIZE ESTIMATES FOR SECONDARY PREVENTION STUDIES USING REGIONAL ATROPHY RATES (2018) (0)
- Morphometric Genomics: in vivo microMRI for 3D structural imaging of transgenic mice (2012) (0)
- OS08.6.A Glioblastoma treatment response machine learning monitoring biomarkers: a systematic review and meta-analysis (2021) (0)
- Commodity graphics cards for image registration, biomechanical modelling and cardiac imaging (2008) (0)
- MICROSTRUCTURE IN YOUNG-ONSET ALZHEIMER’S DISEASE USING NEURITE (2018) (0)
- AGE, β-AMYLOID AND COGNITION SELECTIVELY INFLUENCE HIPPOCAMPAL SUBFIELD VOLUME: A STUDY OF 408 HEALTHY ADULTS BORN IN 1946 (2019) (0)
- WE-E-213CD-03: Inverse-Consistent Symmetric Registration of Inner Colon Surfaces Derived from Prone and Supine CT Colonography. (2012) (0)
- LONGITUDINAL RATES OF AMYLOID ACCUMULATION IN A 70-YEAR-OLD BRITISH BIRTH COHORT (2019) (0)
- A multi-scale MRI approach to investigate novel drug treatment strategies in mouse models of Alzheimer's disease (2015) (0)
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What Schools Are Affiliated With Marc Modat?
Marc Modat is affiliated with the following schools:
