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Beware of feature selection bias! Example on Alzheimer's disease classification from diffusion MRI

Junhao Wen​ 1 Jorge Samper-González​ 1 Alexandre Routier 1 Simona Bottani​ 1 Stanley Durrleman​ 1 Ninon Burgos 1 Olivier Colliot 1
1 ARAMIS - Algorithms, models and methods for images and signals of the human brain
SU - Sorbonne Université, Inria de Paris, ICM - Institut du Cerveau et de la Moëlle Epinière = Brain and Spine Institute
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https://hal.inria.fr/hal-02105134
Contributor : Junhao Wen <>
Submitted on : Friday, December 11, 2020 - 2:46:01 AM
Last modification on : Wednesday, December 16, 2020 - 6:41:28 PM

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  • HAL Id : hal-02105134, version 2

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Junhao Wen​, Jorge Samper-González​, Alexandre Routier, Simona Bottani​, Stanley Durrleman​, et al.. Beware of feature selection bias! Example on Alzheimer's disease classification from diffusion MRI. 2019 OHBM Annual Meeting - Organization for Human Brain Mapping, Jun 2019, Rome, Italy. ⟨hal-02105134v2⟩

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