1. Multi-Scale Network Regression for Brain-Phenotype Associations
- Author
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Danielle S. Bassett, Daniela Witten, Theodore D. Satterthwaite, Bertrand Thirion, Danilo Bzdok, Zongming Ma, Russell T. Shinohara, Zaixu Cui, Cedric Huchuan Xia, University of Pennsylvania [Philadelphia], Montreal Neurological Hospital, McGill University Health Center [Montreal] (MUHC), Modelling brain structure, function and variability based on high-field MRI data (PARIETAL), Inria Saclay - Ile de France, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Service NEUROSPIN (NEUROSPIN), Université Paris-Saclay-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA), Montreal Institute for Learning Algorithms [Montréal] (MILA), Centre de Recherches Mathématiques [Montréal] (CRM), Université de Montréal (UdeM)-Université de Montréal (UdeM), University of Washington [Seattle], University of Pennsylvania, Service NEUROSPIN (NEUROSPIN), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Inria Saclay - Ile de France, and Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
- Subjects
Male ,Multivariate statistics ,Multivariate analysis ,Computer science ,Individuality ,computer.software_genre ,01 natural sciences ,010104 statistics & probability ,Functional connectivity ,Technical Report ,0302 clinical medicine ,Interpretability ,Sex Characteristics ,Radiological and Ultrasound Technology ,05 social sciences ,Rank (computer programming) ,Brain ,Magnetic Resonance Imaging ,Regression ,Phenotype ,Neurology ,Regression Analysis ,Female ,[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] ,Enhanced Data Rates for GSM Evolution ,Anatomy ,Adolescent ,Network neuroscience ,[SCCO.COMP]Cognitive science/Computer science ,Machine learning ,050105 experimental psychology ,03 medical and health sciences ,Neuroimaging ,Connectome ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,0101 mathematics ,Association (psychology) ,Models, Statistical ,business.industry ,Cross-Sectional Studies ,Neurology (clinical) ,Artificial intelligence ,Nerve Net ,Scale (map) ,business ,computer ,030217 neurology & neurosurgery - Abstract
Human brain mapping 41(10), 2553-2566 (2020). doi:10.1002/hbm.24982, Published by Wiley-Liss, New York, NY
- Published
- 2020
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