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Multi-Scale Network Regression for Brain-Phenotype Associations

Authors :
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
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
Source :
Human Brain Mapping, Human Brain Mapping, Wiley, In press, ⟨10.1002/hbm.24982⟩, Human Brain Mapping, In press, ⟨10.1002/hbm.24982⟩, Human brain mapping 41(10), 2553-2566 (2020). doi:10.1002/hbm.24982
Publication Year :
2020
Publisher :
HAL CCSD, 2020.

Abstract

Human brain mapping 41(10), 2553-2566 (2020). doi:10.1002/hbm.24982<br />Published by Wiley-Liss, New York, NY

Subjects

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

Details

Language :
English
ISSN :
10659471 and 10970193
Database :
OpenAIRE
Journal :
Human Brain Mapping, Human Brain Mapping, Wiley, In press, ⟨10.1002/hbm.24982⟩, Human Brain Mapping, In press, ⟨10.1002/hbm.24982⟩, Human brain mapping 41(10), 2553-2566 (2020). doi:10.1002/hbm.24982
Accession number :
edsair.doi.dedup.....b360768814815d43370bbee8c2b222f8

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Authors Abstract Subjects Details