Crainiceanu Lab

Johns Hopkins University

BIOSTATISTICS & OTHER MATH SCI

Baltimore · United States

NIH-funded
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NIH R01 · 2025

Statistical Methods for Multilevel Multivariate Functional Studies

Abstract. Multiple Sclerosis (MS) is an immune-mediated disease of the central nervous system (CNS) that affects an estimated 400; 000 people in the United States alone. MS is characterized by focal demyelinating lesions and causes physical and cognitive impairment. While imaging stud- ies are widely used in clinical practice and research, the number of targeted and strongly predictive neuroimaging-based biomarkers is small. Thus, we focus on two promising imaging modalities that are likely to capture complementary information on MS disease severity and dynamics: (1) longitudinal changes in white matter integrity captured by Diffusion Tensor Imaging (DTI) across the corpus cal- losum; and…

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