Brian Caffo
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Biostatistician
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Brian Caffomathematics Degrees
Mathematics
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Statistics
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Mathematics
Brian Caffo's Degrees
- PhD Biostatistics University of Washington
- Masters Biostatistics University of Washington
- Bachelors Mathematics University of Notre Dame
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Why Is Brian Caffo Influential?
(Suggest an Edit or Addition)According to Wikipedia, Brian Caffo is a professor in the Department of Biostatistics at the Johns Hopkins Bloomberg School of Public Health. He graduated from the Department of Statistics at the University of Florida in 2001, and from the Department of Mathematics at UF in 1995. His doctoral advisor was James G. Booth. He works in the fields of computational statistics and neuroinformatics and co-created the SMART working group. He has been the recipient of the Presidential Early Career Award for Scientists and Engineers, Johns Hopkins Bloomberg School of Public Health Golden Apple and AMTRA teaching awards.
Brian Caffo'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
- Sleep-Disordered Breathing and Mortality: A Prospective Cohort Study (2009) (1215)
- Perioperative mortality and long-term survival following live kidney donation. (2010) (666)
- Simple and Effective Confidence Intervals for Proportions and Differences of Proportions Result from Adding Two Successes and Two Failures (2000) (472)
- Decreased connectivity and cerebellar activity in autism during motor task performance. (2009) (408)
- Prospective study of sleep-disordered breathing and hypertension: the Sleep Heart Health Study. (2009) (352)
- Fixed-Width Output Analysis for Markov Chain Monte Carlo (2006) (331)
- Cigarette smoking and nocturnal sleep architecture. (2006) (318)
- Reduction of motion-related artifacts in resting state fMRI using aCompCor (2014) (307)
- Evaluating dynamic bivariate correlations in resting-state fMRI: A comparison study and a new approach (2014) (300)
- Penalized Functional Regression (2011) (246)
- MULTILEVEL FUNCTIONAL PRINCIPAL COMPONENT ANALYSIS. (2009) (235)
- A computational neurodegenerative disease progression score: Method and results with the Alzheimer's disease neuroimaging initiative cohort (2012) (202)
- Disruption of functional organization within the primary motor cortex in children with autism (2014) (192)
- Multinomial logit random effects models (2001) (189)
- A Prospective Evaluation of a Protocol for Magnetic Resonance Imaging of Patients With Implanted Cardiac Devices (2011) (188)
- On the relationship between seed‐based and ICA‐based measures of functional connectivity (2011) (180)
- Neuroinflammation and brain atrophy in former NFL players: An in vivo multimodal imaging pilot study (2015) (178)
- MELD Exceptions and Rates of Waiting List Outcomes (2011) (176)
- Automated diagnoses of attention deficit hyperactive disorder using magnetic resonance imaging (2012) (176)
- Longitudinal functional principal component analysis. (2010) (171)
- Examples in which misspecification of a random effects distribution reduces efficiency, and possible remedies (2004) (166)
- Redefining CpG islands using hidden Markov models. (2010) (160)
- Familial risk for Alzheimer's disease alters fMRI activation patterns. (2006) (157)
- Damage to the optic radiation in multiple sclerosis is associated with retinal injury and visual disability. (2009) (153)
- 2. Random-Effects Modeling of Categorical Response Data (2000) (149)
- fMRI of intrasubject variability in ADHD: anomalous premotor activity with prefrontal compensation. (2008) (142)
- Evidence for Specificity of Motor Impairments in Catching and Balance in Children with Autism (2015) (135)
- Comparing test-retest reliability of dynamic functional connectivity methods (2017) (133)
- Association of Cortical Lesion Burden on 7-T Magnetic Resonance Imaging With Cognition and Disability in Multiple Sclerosis. (2015) (133)
- A Bayesian hierarchical framework for spatial modeling of fMRI data (2008) (130)
- Ascent‐based Monte Carlo expectation– maximization (2005) (129)
- Modular preprocessing pipelines can reintroduce artifacts into fMRI data (2018) (122)
- Imaging of Glial Cell Activation and White Matter Integrity in Brains of Active and Recently Retired National Football League Players (2017) (120)
- Multilevel functional principal component analysis (2009) (117)
- Revisiting Brain Atrophy and Its Relationship to Disability in Multiple Sclerosis (2012) (107)
- Longitudinal penalized functional regression for cognitive outcomes on neuronal tract measurements (2012) (107)
- Power spectral analysis of EEG activity during sleep in cigarette smokers. (2008) (105)
- Developmental changes in within- and between-network connectivity between late childhood and adulthood (2013) (103)
- Cross‐sectional and longitudinal association of body mass index and brain volume (2014) (99)
- Reproducibility and Temporal Structure in Weekly Resting-State fMRI over a Period of 3.5 Years (2015) (99)
- Resting brain activity in disorders of consciousness (2015) (96)
- Robust Portfolio Optimization (2015) (96)
- Lasagna plots: a saucy alternative to spaghetti plots. (2010) (92)
- Presurgical brain mapping of the language network in patients with brain tumors using resting‐state fMRI: Comparison with task fMRI (2016) (90)
- Joint estimation of multiple graphical models from high dimensional time series (2013) (89)
- Regional brain distribution of translocator protein using [11C]DPA-713 PET in individuals infected with HIV (2014) (81)
- Assessing bioequivalence of generic antiepilepsy drugs (2011) (81)
- Ten Simple Rules for Effective Statistical Practice (2016) (78)
- Quantifying the reliability of image replication studies: The image intraclass correlation coefficient (I2C2) (2013) (76)
- Multilevel Functional Principal Component Analysis for High-Dimensional Data (2011) (75)
- High-dimensional multivariate mediation with application to neuroimaging data. (2015) (73)
- Fluoxetine Maintains a State of Heightened Responsiveness to Motor Training Early After Stroke in a Mouse Model (2015) (73)
- Functional principal component model for high-dimensional brain imaging (2011) (70)
- Myocardial Structural Associations With Local Electrograms: A Study of Postinfarct Ventricular Tachycardia Pathophysiology and Magnetic Resonance–Based Noninvasive Mapping (2012) (69)
- Connectivity supporting attention in children with attention deficit hyperactivity disorder (2014) (68)
- Characterizing sleep structure using the hypnogram. (2008) (66)
- Population Value Decomposition, a Framework for the Analysis of Image Populations (2011) (61)
- Differential brain activation in anorexia nervosa to Fat and Thin words during a Stroop task (2008) (61)
- Penalized functional regression analysis of white-matter tract profiles in multiple sclerosis (2011) (58)
- Motor "dexterity"?: Evidence that left hemisphere lateralization of motor circuit connectivity is associated with better motor performance in children. (2012) (55)
- Utility of sleep stage transitions in assessing sleep continuity. (2010) (55)
- Fasting glycemia in sleep disordered breathing: lowering the threshold on oxyhemoglobin desaturation. (2008) (53)
- Lesion Heterogeneity on High-Field Susceptibility MRI Is Associated with Multiple Sclerosis Severity (2016) (51)
- Correlating subjective and objective sleepiness: revisiting the association using survival analysis. (2011) (51)
- Factors affecting characterization and localization of interindividual differences in functional connectivity using MRI (2016) (50)
- Spatial Bayesian Variable Selection Models on Functional Magnetic Resonance Imaging Time-Series Data. (2014) (49)
- The neural correlates of learned motor acuity. (2014) (47)
- Effects of Working Memory Demand on Neural Mechanisms of Motor Response Selection and Control (2013) (46)
- Mixed effect machine learning: A framework for predicting longitudinal change in hemoglobin A1c (2019) (45)
- Ironing out the statistical wrinkles in “ten ironic rules” (2013) (45)
- Relations of brain volumes with cognitive function in males 45 years and older with past lead exposure (2007) (44)
- Easy Multiplicity Control in Equivalence Testing Using Two One-Sided Tests (2009) (44)
- Two-stage decompositions for the analysis of functional connectivity for fMRI with application to Alzheimer's disease risk (2010) (44)
- A High-Throughput Pipeline Identifies Robust Connectomes But Troublesome Variability (2018) (44)
- Population-wide principal component-based quantification of blood–brain-barrier dynamics in multiple sclerosis (2011) (43)
- Improved state change estimation in dynamic functional connectivity using hidden semi-Markov models (2019) (42)
- Early Functional Connectome Integrity and 1-Year Recovery in Comatose Survivors of Cardiac Arrest. (2017) (42)
- Flexible random intercept models for binary outcomes using mixtures of normals (2007) (42)
- Neuroconductor: an R platform for medical imaging analysis (2019) (41)
- Isoosmolar enemas demonstrate preferential gastrointestinal distribution, safety, and acceptability compared with hyperosmolar and hypoosmolar enemas as a potential delivery vehicle for rectal microbicides. (2013) (41)
- Dysregulation of glutamate carboxypeptidase II in psychiatric disease (2008) (40)
- Distribution of Cell-Free and Cell-Associated HIV Surrogates in the Colon After Simulated Receptive Anal Intercourse in Men Who Have Sex With Men (2012) (40)
- Nonparametric Signal Extraction and Measurement Error in the Analysis of Electroencephalographic Activity During Sleep (2009) (40)
- Quantifying Auditory Event-Related Responses in Multichannel Human Intracranial Recordings (2009) (39)
- The effect of tDCS on functional connectivity in primary progressive aphasia (2018) (39)
- Movelets: A dictionary of movement. (2012) (39)
- Computerised lung sound analysis to improve the specificity of paediatric pneumonia diagnosis in resource-poor settings: protocol and methods for an observational study (2012) (39)
- Using Deep Siamese Neural Networks for Detection of Brain Asymmetries Associated with Alzheimer's Disease and Mild Cognitive Impairment. (2019) (38)
- Toward Realistic and Practical Ideal Observer (IO) Estimation for the Optimization of Medical Imaging Systems (2008) (37)
- Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms (2013) (37)
- Improving reliability of subject-level resting-state fMRI parcellation with shrinkage estimators (2014) (37)
- A Dynamic Directional Model for Effective Brain Connectivity Using Electrocorticographic (ECoG) Time Series (2015) (36)
- Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes (2015) (36)
- Ascent-Based Monte Carlo EM (2003) (35)
- Axial 3D gradient-echo imaging for improved multiple sclerosis lesion detection in the cervical spinal cord at 3T (2013) (34)
- A Multicenter Longitudinal Study of Hospital-Onset Bacteremia: Time for a New Quality Outcome Measure? (2015) (34)
- Shrinkage prediction of seed-voxel brain connectivity using resting state fMRI (2014) (32)
- Motor overflow in children with attention-deficit/hyperactivity disorder is associated with decreased extent of neural activation in the motor cortex (2015) (30)
- Distribution of cell-free and cell-associated HIV surrogates in the female genital tract after simulated vaginal intercourse. (2012) (30)
- Total white matter hyperintensity volume in bipolar disorder patients and their healthy relatives. (2012) (30)
- Sparse principal component based high-dimensional mediation analysis (2018) (30)
- Longitudinal High-Dimensional Principal Components Analysis with Application to Diffusion Tensor Imaging of Multiple Sclerosis. (2015) (30)
- Neural Correlates of Visuomotor Learning in Autism (2015) (30)
- A novel approach to prediction of mild obstructive sleep disordered breathing in a population-based sample: the Sleep Heart Health Study. (2010) (30)
- Association of Social Engagement with Brain Volumes Assessed by Structural MRI (2012) (29)
- A no-gold-standard technique for objective assessment of quantitative nuclear-medicine imaging methods (2016) (28)
- A new method to estimate quantitatively seminal vesicle and prostate gland contributions to ejaculate. (2007) (27)
- Are brain volumes based on magnetic resonance imaging mediators of the associations of cumulative lead dose with cognitive function? (2008) (27)
- Fast, Exact Bootstrap Principal Component Analysis for p > 1 Million (2014) (26)
- An evaluation of independent component analyses with an application to resting‐state fMRI (2014) (26)
- Quantification of the spatial distribution of rectally applied surrogates for microbicide and semen in colon with SPECT and magnetic resonance imaging. (2012) (25)
- The Democratization of Data Science Education (2020) (25)
- A Markov chain Monte Carlo Algorithm for Approximating Exact Conditional Probabilities (2001) (24)
- Quantitative assessment of seminal vesicle and prostate drug concentrations by use of a noninvasive method (2006) (24)
- Template Independent Component Analysis: Targeted and Reliable Estimation of Subject-level Brain Networks Using Big Data Population Priors (2019) (24)
- Improved estimation of subject-level functional connectivity using full and partial correlation with empirical Bayes shrinkage (2018) (24)
- PCA leverage: outlier detection for high‐dimensional functional magnetic resonance imaging data (2015) (23)
- Brain volumes as predictors of tDCS effects in primary progressive aphasia (2019) (23)
- Empirical supremum rejection sampling (2002) (22)
- Reliability of early cortical auditory gamma-band responses (2013) (22)
- Practical no-gold-standard evaluation framework for quantitative imaging methods: application to lesion segmentation in positron emission tomography (2017) (21)
- Adaptive control of the false discovery rate in voxel‐based morphometry (2009) (21)
- Comparison of Swab and Sponge Methodologies for Identification of Acinetobacter baumannii from the Hospital Environment (2012) (20)
- A survey of the likelihood approach to bioequivalence trials (2008) (20)
- QRS prolongation in myotonic muscular dystrophy and diffuse fibrosis on cardiac magnetic resonance (2010) (19)
- A Case Study in Pharmacologic Colon Imaging Using Principal Curves in Single-Photon Emission Computed Tomography (2008) (19)
- Sleep-disordered breathing and caffeine consumption: results of a community-based study. (2012) (19)
- Analysis of Group ICA-Based Connectivity Measures from fMRI: Application to Alzheimer's Disease (2012) (18)
- Alpha-1 adrenergic receptor antagonists for preventing acute respiratory distress syndrome and death from cytokine storm syndrome. (2020) (18)
- Simulation-based P values: response to North et al. (2003) (18)
- Monte Carlo conditional inference for log-linear and logistic models: a survey of current methodology (2003) (18)
- Successful implementation of a unit-based quality nurse to reduce central line-associated bloodstream infections. (2014) (18)
- Alpha-1 adrenergic receptor antagonists to prevent hyperinflammation and death from lower respiratory tract infection (2020) (18)
- Bayesian inference of high-dimensional, cluster-structured ordinary differential equation models with applications to brain connectivity studies (2017) (17)
- A Phase 1 Randomized, Blinded Comparison of the Pharmacokinetics and Colonic Distribution of Three Candidate Rectal Microbicide Formulations of Tenofovir 1% Gel with Simulated Unprotected Sex (CHARM-02). (2015) (17)
- Practical marginalized multilevel models (2013) (16)
- Covariate Assisted Principal Regression for Covariance Matrix Outcomes (2018) (16)
- Machine learning to predict transplant outcomes: helpful or hype? A national cohort study (2020) (16)
- Sparse median graphs estimation in a high-dimensional semiparametric model (2013) (16)
- Multimodal MRI assessment for first episode psychosis: A major change in the thalamus and an efficient stratification of a subgroup (2020) (15)
- Measures of relative model fit (2002) (15)
- A User-Friendly Introduction to Link-Probit-Normal Models (2006) (15)
- Cognitive and language performance predicts effects of spelling intervention and tDCS in Primary Progressive Aphasia (2019) (15)
- Evaluation of Cumulative Lead Dose and Longitudinal Changes in Structural Magnetic Resonance Imaging in Former Organolead Workers (2010) (15)
- Likelihood-based population independent component analysis. (2013) (14)
- Modified test statistics by inter-voxel variance shrinkage with an application to f MRI. (2009) (14)
- Eliminating accidental deviations to minimize generalization error: applications in connectomics and genomics (2019) (14)
- Assessment of bias in experimentally measured diffusion tensor imaging parameters using SIMEX (2013) (14)
- Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics (2021) (14)
- Trajectories of Glycemic Change in a National Cohort of Adults With Previously Controlled Type 2 Diabetes (2017) (14)
- Simultaneous Evaluation of Safety, Acceptability, Pericoital Kinetics, and Ex Vivo Pharmacodynamics Comparing Four Rectal Microbicide Vehicle Candidates. (2015) (13)
- Analytic Programming with fMRI Data: A Quick-Start Guide for Statisticians Using R (2014) (13)
- Learning of skilled movements via imitation in ASD (2019) (12)
- NONLINEAR TUBE-FITTING FOR THE ANALYSIS OF ANATOMICAL AND FUNCTIONAL STRUCTURES. (2011) (12)
- Practical recommendations for population PK studies with sampling time errors (2013) (12)
- Fixed-Width Output Analysis for Markov Chain (2005) (12)
- Effect of Semen Sampling Frequency on Seminal Antiretroviral Drug Concentration (2008) (12)
- LONGITUDINAL PENALIZED FUNCTIONAL REGRESSION (2010) (12)
- Minimal detection bias in the inverse association between statin drug use and advanced prostate cancer risk: a simulation study. (2011) (12)
- Presurgical Brain Mapping of the Ventral Somatomotor Network in Patients with Brain Tumors Using Resting-State fMRI (2017) (11)
- On statistical tests of functional connectome fingerprinting (2018) (10)
- Comparison of Total Hospital-Acquired Bloodstream Infections to Central Line–Associated Bloodstream Infections and Implications for Outcome Measures in Infection Control (2013) (10)
- Big Data and Neuroimaging (2017) (10)
- LONGITUDINAL HIGH-DIMENSIONAL DATA ANALYSIS (2011) (10)
- LONGITUDINAL ANALYSIS OF SPATIOTEMPORAL PROCESSES: A CASE STUDY OF DYNAMIC CONTRAST-ENHANCED MAGNETIC RESONANCE IMAGING IN MULTIPLE SCLEROSIS (2011) (10)
- Neural regions underlying object and action naming: complementary evidence from acute stroke and primary progressive aphasia (2021) (10)
- Decoupling of reaction time-related default mode network activity with cognitive demand (2017) (9)
- Objective evaluation of reconstruction methods for quantitative SPECT imaging in the absence of ground truth (2015) (9)
- MONEYBaRL: Exploiting pitcher decision-making using Reinforcement Learning (2014) (9)
- A Bayesian hierarchical nonlinear mixture model in the presence of artifactual outliers in a population pharmacokinetic study (2011) (9)
- Exact Hypothesis Tests for Log-linear Models with exactLoglinTest (2006) (9)
- Likelihood Estimation of Conjugacy Relationships in Linear Models with Applications to High-Throughput Genomics (2009) (9)
- White Matter Integrity Predicts Electrical Stimulation (tDCS) and Language Therapy Effects in Primary Progressive Aphasia (2020) (9)
- Functional Mediation Analysis with an Application to Functional Magnetic Resonance Imaging Data (2018) (9)
- Shell microelectrode arrays (MEAs) for brain organoids (2022) (9)
- Optimal Experimental Design for Big Data: Applications in Brain Imaging (2019) (8)
- Phase-locking of resting-state brain networks with the gastric basal electrical rhythm (2020) (8)
- Organoid intelligence (OI): the new frontier in biocomputing and intelligence-in-a-dish (2023) (8)
- Multimodal neuroimaging data integration and pathway analysis (2019) (8)
- Big Data Reproducibility: Applications in Brain Imaging and Genomics (2020) (8)
- Variations in EEG discharges predict ADHD severity within individual Smith-Lemli-Opitz patients (2014) (8)
- Mixed effect Poisson log‐linear models for clinical and epidemiological sleep hypnogram data (2012) (8)
- Optimal sampling times in bioequivalence studies using a simulated annealing algorithm (2007) (8)
- Default mode network connectivity and cognition in the aging brain: the effects of age, sex, and APOE genotype. (2021) (8)
- Dynamic Functional Connectivity States Between the Dorsal and Ventral Sensorimotor Networks Revealed by Dynamic Conditional Correlation Analysis of Resting-State Functional Magnetic Resonance Imaging (2017) (8)
- Unequal sampling for Monte Carlo EM algorithms (2002) (7)
- An M-estimator for reduced-rank system identification (2016) (7)
- Assessment of Bias for MRI Diffusion Tensor Imaging Using SIMEX (2011) (7)
- Noninvasive Quantitation of Drug Concentration in Prostate and Seminal Vesicles: Improvement and Validation With Desipramine and Aspirin (2008) (7)
- Parallel group independent component analysis for massive fMRI data sets (2017) (7)
- Are Women Disadvantaged in Academic Radiology? (2020) (7)
- Pulse pileup statistics for energy sensitive photon counting detectors with pulse height analysis (2012) (7)
- A user-friendly tutorial on link-probit-normal models (2006) (7)
- Towards automatic quantitative quality control for MRI (2012) (6)
- A Decision‐Theory Approach to Interpretable Set Analysis for High‐Dimensional Data (2013) (6)
- Sa1470 RISK ESTIMATION, MACHINE LEARNING BASED ERCP DECISION-MAKING TOOL FOR SUSPECTED CHOLEDOCHOLITHIASIS (2019) (6)
- A Unifying Framework for Marginalised Random‐Intercept Models of Correlated Binary Outcomes (2014) (6)
- The association between functional connectivity and cognition in older adults (2017) (6)
- Statistical Analysis of Data Repeatability Measures (2020) (6)
- Correction to “Easy Multiplicity Control in Equivalence Testing Using Two One-Sided Tests” (2013) (5)
- Parameterization of White Matter Manifold-Like Structures Using Principal Surfaces (2013) (5)
- Bias in Neuroradiology Peer Review: Impact of a “Ding” on “Dinging” Others (2018) (5)
- On the potential for illogic with logically defined outcomes. (2006) (5)
- Two-stage Linked Component Analysis for Joint Decomposition of Multiple Biologically Related Data Sets (2022) (5)
- Examining the Safety, Pharmacokinetics, and Pharmacodynamics of a Rectally Administered IQP-0528 Gel for HIV Pre-Exposure Prophylaxis: a First-in-Human Study. (2020) (5)
- A how-to guide for conducting retrospective analyses: example COVID-19 study (2020) (4)
- Modeling multilevel sleep transitional data via Poisson log-linear multilevel models (2009) (4)
- A Parcellation Based Nonparametric Algorithm for Independent Component Analysis with Application to fMRI Data (2016) (4)
- Extended multimodal whole-brain anatomical covariance analysis: detection of disrupted correlation networks related to amyloid deposition (2019) (4)
- Editorial: Recent Advances and Challenges on Big Data Analysis in Neuroimaging (2016) (4)
- A unified approach to modeling multivariate binary data using copulas over partitions (2010) (4)
- Markov chain Monte Carlo (MCMC) based ideal observer estimation using a parameterized phantom and a pre-calculated dataset (2007) (4)
- Comparison of Proportions for Composite Endpoints with Missing Components (2011) (4)
- Biological parametric mapping accounting for random regressors with regression calibration and model II regression (2012) (4)
- Prospective Learning: Back to the Future (2022) (4)
- Differences in functional connectivity distribution after transcranial direct‐current stimulation: A connectivity density point of view (2020) (4)
- Evaluation of cumulative lead dose and longitudinal changes in structural MRI in former organolead workers (2010) (4)
- Novel Methods in the Visualization of Transitional Phenomena (2005) (3)
- Ten Rules for Conducting Retrospective Pharmacoepidemiological Analyses: Example COVID-19 Study (2020) (3)
- The Baltimore declaration toward the exploration of organoid intelligence (2023) (3)
- Beyond Massive Univariate Tests: Covariance Regression Reveals Complex Patterns of Functional Connectivity Related to Attention-Deficit/Hyperactivity Disorder, Age, Sex, and Response Control (2021) (3)
- Screening for Differentially Expressed Genes: Are Multilevel Models Helpful? (2013) (3)
- Quantitative EEG improves prediction of Sturge-Weber syndrome in infants with port-wine birthmark (2021) (3)
- 20 Parallel Bayesian MCMC Imputation for Multiple Distributed Lag Models : A Case Study in Environmental Epidemiology (2010) (3)
- Parallel Bayesian MCMC Imputation for Multiple Distributed Lag Models (2011) (3)
- Bayesian inference of a directional brain network model for intracranial EEG data (2020) (3)
- Multilevel functional data analysis (2013) (3)
- “The effect of tDCS on functional connectivity in primary progressive aphasia” NeuroImage: Clinical, volume 19 (2018), pages 703–715 (2019) (3)
- An overview of observational sleep research with application to sleep stage transitioning. (2009) (2)
- ON THE MERITS OF VOXEL-BASED MORPHOMETRIC PATH-ANALYSIS FOR INVESTIGATING VOLUMETRIC MEDIATION OF A TOXICANT'S INFLUENCE ON COGNITIVE FUNCTION (2008) (2)
- Principal regression for high dimensional covariance matrices. (2020) (2)
- A whole‐brain modeling approach to identify individual and group variations in functional connectivity (2020) (2)
- An MCMC-based analysis of a multilevel model for functional MRI data (2011) (2)
- Statistical Research and Training Under the Brain Initiative (2014) (2)
- On the Impact of Dimension Reduction on Graphical Structures (2014) (2)
- Long‐term kidney function and survival in recipients of allografts from living kidney donors with hypertension: a national cohort study (2021) (2)
- Author response: Alpha-1 adrenergic receptor antagonists to prevent hyperinflammation and death from lower respiratory tract infection (2021) (2)
- Batch Effects are Causal Effects: Applications in Human Connectomics (2021) (2)
- Editorial: Recent Advances and Challenges on Big Data Analysis in Neuroimaging. (2016) (2)
- Identification of the Somatomotor Network from Language Task-based fMRI Compared with Resting-State fMRI in Patients with Brain Lesions. (2021) (2)
- Power Conjugate Multilevel Models with Applications to Genomics (2004) (2)
- Covariate-adjusted nonparametric analysis of magnetic resonance images using Markov chain Monte Carlo. (2010) (2)
- Estimating a graphical intra-class correlation coefficient (GICC) using multivariate probit-linear mixed models (2013) (2)
- A low-resource reliable pipeline to democratize multi-modal connectome estimation and analysis (2021) (2)
- Regional brain distribution of translocator protein using [11C]DPA-713 PET in individuals infected with HIV (2014) (2)
- Accounting for Random Regressors: A Unified Approach to Multi-modality Imaging (2011) (2)
- A spatial template independent component analysis model for subject-level brain network estimation and inference (2020) (1)
- A Unified Framework on Generalizability of Clinical Prediction Models (2022) (1)
- Quantifying the reliability of image replication studies: The image intraclass correlation coefficient (I2C2) (2013) (1)
- Following Live Kidney Donation Perioperative Mortality and Long-term Survival (2010) (1)
- Information Criteria for Dynamic Contrast-Enhanced Magnetic Resonance Imaging (2013) (1)
- Association of Regional Atrophy With Naming Decline in Primary Progressive Aphasia (2022) (1)
- An M-Estimator for Reduced-Rank High-Dimensional Linear Dynamical System Identification (2015) (1)
- A First Course in Monte Carlo (2007) (1)
- B‐value and empirical equivalence bound: A new procedure of hypothesis testing (2019) (1)
- exactLoglinTest : A Program for Monte Carlo Conditional Analysis of Log-linear Models (2006) (1)
- A mechanistic latent variable model for estimating drug concentrations in the male genital tract: A case study in drug kinetics (2008) (1)
- Functional network connectivity in comatose survivors of cardiac arrest (P4.155) (2015) (1)
- ESTIMATING TEMPORAL ASSOCIATIONS IN ELECTROCORTICOGRAPHIC (ECoG) TIME SERIES WITH FIRST ORDER PRUNING (2010) (1)
- An Overview of Observational Sleep Research with Application to Sleep Stage Transitioning (2009) (1)
- On tests of activation map dimensionality for fMRI-based studies of learning (2015) (1)
- Methodological considerations in analyzing synchronization of resting-state brain networks with the intrinsic electrical rhythm of the stomach: Advantages of weighted phase-locking (2021) (1)
- For peer review only Computerized lung sound analysis to improve the specificity of pediatric pneumonia diagnosis in resource-poor settings: (2011) (1)
- Accounting for within‐patient correlation in assessing relative sensitivity of an adjunctive diagnostic test: Application to lung cancer (2008) (1)
- Sample size comparisons in ADNI: A case for the Alzheimer's Disease Progression Scale (2012) (1)
- A FLEXIBLE GENERAL CLASS OF MARGINAL AND CONDITIONAL RANDOM INTERCEPT MODELS FOR BINARY OUTCOMES USING MIXTURES OF NORMALS (2006) (1)
- A Survey of Statistics in the Neurological Sciences with a Focus on Human Neuroimaging (2018) (1)
- Clustering of High Dimensional Longitudinal Imaging Data (2013) (1)
- A Saucy Alternative to Spaghetti Plots (2010) (1)
- Using network parcels and resting state networks to estimate correlates of mood disorder and related research domain criteria constructs of reward responsiveness and inhibitory control. (2021) (1)
- IS MRI-BASED VOLUME A MEDIATOR OF THE ASSOCIATION OF CUMULATIVE LEAD DOSE WITH COGNITIVE FUNCTION? (2007) (1)
- Genetic Risk Factors for Longitudinal Changes in Structural MRI in Former Organolead Workers (2011) (1)
- Solutions manual forWackerly, Mendenhall, and Scheaffer’s Mathematical Statistics with Applications (2001) (0)
- Rule 3 : Plan Ahead , Really Ahead (2016) (0)
- Template independent component analysis with spatial priors for accurate subject-level brain network estimation and inference (2022) (0)
- Corrigendum to: Neuroconductor: an R platform for medical imaging analysis. (2020) (0)
- Decoupling of reaction time-related default mode network activity with cognitive demand (2016) (0)
- Editorial: Explainable artificial intelligence models and methods in finance and healthcare (2022) (0)
- Kolmogorov Dependence Theory (2021) (0)
- Multi-Site Observational Study to Assess Biomarkers for Susceptibility or Resilience to Chronic Pain: The Acute to Chronic Pain Signatures (A2CPS) Study Protocol (2022) (0)
- JOINTLY MODELING CONTINUOUS AND BINARY OUTCOMES FOR BOOLEAN OUTCOMES: AN APPLICATION TO MODELING HYPERTENSION (2008) (0)
- A slice of the fMRI image plotted by using the image() function in R (left) along with the corresponding smoothed slice (right). (2014) (0)
- Rethinking recovery in adolescent concussions: Network-level functional connectivity alterations associated with motor deficits. (2023) (0)
- Stimulus vectors for an event-related design (top) and a block design (bottom). (2014) (0)
- Practical recommendations for population PK studies with sampling time errors (2013) (0)
- Velocity: A PET Study Motor Subcircuits Mediating the Control of Movement (2015) (0)
- Compositional Data: An Application to Brain Volumetric Visualization (2021) (0)
- Developmental score of the infant brain: characterizing diffusion MRI in term- and preterm-born infants (2020) (0)
- Neural correlates of syntactic comprehension: A longitudinal study (2021) (0)
- Evaluating model misspecification in independent component analysis (2015) (0)
- Structured Joint Decomposition (SJD) identifies conserved molecular dynamics across collections of biologically related multi-omics data matrices (2022) (0)
- Concurrent validity of physical therapist performed musculo-skeletal (MSK) diagnostic ultrasound imaging (DUI) vs MRI in detecting shoulder RTC tears (2015) (0)
- Evaluating causal psychological models: A study of language theories of autism using a large sample (2023) (0)
- A machine learning based approach towards high-dimensional mediation analysis (2022) (0)
- Multivariate associations between behavioural dimensions and white matter across children and adolescents with and without attention‐deficit/hyperactivity disorder (2022) (0)
- Reply (2012) (0)
- A Whole-Brain Regression Method to Identify Individual and Group Variations in Functional Connectivity (2020) (0)
- 11-16-2011 LONGITUDINAL HIGH-DIMENSIONAL DATA ANALYSIS (2011) (0)
- Specificity in Generalization Effects of Transcranial Direct Current Stimulation Over the Left Inferior Frontal Gyrus in Primary Progressive Aphasia (2022) (0)
- Motor cortex functional connectivity signatures of autism (2012) (0)
- The Multiple Subnetwork Hypothesis: Enabling Multidomain Learning by Isolating Task-Specific Subnetworks in Feedforward Neural Networks (2022) (0)
- Regression models for partially localized fMRI connectivity analyses (2023) (0)
- IN THE ROUTINE CLINICAL EVALUATION OF PATIENTS FOR POSSIBLE SLEEP DISORDERED BREATHING, PHY- SICIANS MAKE JUDGMENTS AS TO THE LIKELIHOOD (2010) (0)
- Regularized regression on compositional trees with application to MRI analysis (2021) (0)
- with Cognitive Function ? Are Brain Volumes based on Magnetic Resonance Imaging Mediators of the Associations of Cumulative Lead Dose (2008) (0)
- Velocity: A PET Study Motor Subcircuits Mediating the Control of Movement (2015) (0)
- Bayesian Methods in Functional Magnetic Resonance Imaging (2012) (0)
- Rejoinder (2011) (0)
- Homotopic Group ICA for Multi-Subject Brain Imaging Data (2013) (0)
- Big Data and Neuroimaging (2017) (0)
- Acute to Chronic Pain Signatures Program (a2CPS): Implementation of Remote Training for a Multisite Observation Study During COVID-19 (2022) (0)
- Erratum: A Multicenter Longitudinal Study of Hospital-Onset Bacteremia: Time for a New Quality Outcome Measure? (Infection Control and Hospital Epidemiology 2015) doi:10.1017/ice.2015.261 (2016) (0)
- Evidence for Specificity of Motor Impairments in Catching and Balance in Children with Autism (2014) (0)
- The Effect of Age and Competition Level on Subtle Motor Performance in Adolescents Medically Cleared Postconcussion (2020) (0)
- Abstract A80: Detection bias, statin drug use, and advanced prostate cancer risk (2008) (0)
- Association of Atrial Myocardial Fibrosis with a Common Matrix Metalloproteinase-2 Promoter Polymorphism (2012) (0)
- Stability and Localization of inter-individual differences in functional connectivity (2015) (0)
- Autism and Hierarchical Models of Intelligence. (2023) (0)
- A NOVEL AND SIMPLE RULE OF THUMB FOR MULTIPLICITY CONTROL IN EQUIVALENCE TESTING USING TWO ONE-SIDED TESTS (2008) (0)
- Time-dependent changes of 9 biomarkers related to Alzheimer's disease (2012) (0)
- Abstract 14266: Magnetic Resonance Imaging for Patients with Implanted Cardiac Devices: Prospective Study to Assess Safety and Utility (2010) (0)
- Abstract 2241: A Novel Measure of Diffuse Myocardial Fibrosis by Cardiac Magnetic Resonance (2008) (0)
- Generated Limb Movements Thalamus During Visually Triggered and Internally Temporary Inactivation in the Primate Motor (2015) (0)
- Autism Symptom Severity and the Structure of Intelligence (2021) (0)
- Identifying brain hierarchical structures associated with Alzheimer's disease using a regularized regression method with tree predictors. (2021) (0)
- "Teaching Statistics for the Future, the MOOC Revolution and Beyond" (2014) (0)
- Direct Bayesian Regression for Distribution-valued Covariates (2023) (0)
- Reply (2012) (0)
- Mathematical and Statistical Challenges in Neuroimaging Data Analysis (2016) (0)
- TEMPORAL STABILITY OF THE ESOPHAGEAL LOCATION BY COMPUTED TOMOGRAPHY IMAGING IN PATIENTS UNDERGOING REPEAT CATHETER ABLATION OF ATRIAL FIBRILLATION (2011) (0)
- Corrigendum: Editorial: Explainable artificial intelligence models and methods in finance and healthcare (2023) (0)
- REDEFINING CpG ISLANDS USING A HIDEEN MARKOV MODEL (2018) (0)
- POPULATION FUNCTIONAL DATA ANALYSIS OF GROUP ICA-BASED CONNECTIVITY MEASURES FROM fMRI (2011) (0)
- A Length Penalized Probabilistic Principal Curve Algorithm With Applications To Handwritten Digits And Pharmacologic Colon Imaging (2020) (0)
- Longitudinal regression of covariance matrix outcomes. (2022) (0)
- Two-stage linked component analysis for joint decomposition of multiple biologically related data sets. (2022) (0)
- A Survey of Statistical Methods for Non-invasive Measurement of Connectivity in the Human Brain (2009) (0)
- Cortical lesion burden on 7-tesla MRI is associated with cognitive and physical disability in multiple sclerosis (S29.005) (2015) (0)
- consciousness systematic review and meta-analysis (2015) (0)
- 2-4-2011 POPULATION FUNCTIONAL DATA ANALYSIS OF GROUP ICA-BASED CONNECTIVITY MEASURES FROM f MRI (2018) (0)
- Rxnat: An Open-Source R Package for XNAT-Based Repositories (2020) (0)
- The relation between baseline brain volumes and response to tDCS in individuals with Primary Progressive Aphasia (2018) (0)
- A First Course in Monte Carlo. george Fishman (2007) (0)
- Applications of Sequential Learning for Medical Image Classification (2022) (0)
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