Area of research
Statistics and Probability · Pathology and Forensic Medicine
Research interest
Research interests include Statistical Methods and Inference, Multiple Sclerosis Research Studies, Physical Activity and Health, and Statistical Methods and Bayesian Inference.
A Case Study of Glucose Levels During Sleep Using Multilevel Fast Function on Scalar Regression Inference
Predictive performance of selected breath volatile organic carbon compounds in stage 1 lung cancer
Methadone Destabilizes Cardiac Repolarization During Sleep
Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis
Accelerometry Data in Health Research: Challenges and Opportunities
Real-time Mobile Monitoring of the Dynamic Associations Among Motor Activity, Energy, Mood, and Sleep in Adults With Bipolar Disorder
Longitudinal multiple sclerosis lesion segmentation: Resource and challenge
PItcHPERFeCT: Primary Intracranial Hemorrhage Probability Estimation using Random Forests on CT
Dysregulation of objectively assessed 24-hour motor activity patterns as a potential marker for bipolar I disorder: results of a community-based family study
Removing inter-subject technical variability in magnetic resonance imaging studies
An Activity Index for Raw Accelerometry Data and Its Comparison with Other Activity Metrics
Optical coherence tomography reflects brain atrophy in multiple sclerosis: A four‐year study
Validated automatic brain extraction of head CT images
Calibration Model for Apnea-Hypopnea Indices: Impact of Alternative Criteria for Hypopneas
Multiple sclerosis patients have a diminished serologic response to vitamin D supplementation compared to healthy controls
Daily patterns of physical activity by type 2 diabetes definition: Comparing diabetes, prediabetes, and participants with normal glucose levels in NHANES 2003–2006
Statistical normalization techniques for magnetic resonance imaging
Fast covariance estimation for high-dimensional functional data
Relationships Between Retinal Axonal and Neuronal Measures and Global Central Nervous System Pathology in Multiple Sclerosis
Assessing the "Physical Cliff": Detailed Quantification of Age-Related Differences in Daily Patterns of Physical Activity
Cadmium Exposure and All-Cause and Cardiovascular Mortality in the U.S. General Population
Microcystic macular oedema, thickness of the inner nuclear layer of the retina, and disease characteristics in multiple sclerosis: a retrospective study
Longitudinal Penalized Functional Regression for Cognitive Outcomes on Neuronal Tract Measurements
Arsenic Exposure, Diabetes Prevalence, and Diabetes Control in the Strong Heart Study