Neuroimaging signatures of brain disorders: Fighting overfitting in predictive models

Edouard Duchesnay

Habilitation À Diriger Des Recherches Year : 2020

Neuroimaging signatures of brain disorders: Fighting overfitting in predictive models

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Edouard Duchesnay

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PersonId : 1036885

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Building large instruments for neuroimaging: from population imaging to ultra-high magnetic fields

Université Paris-Saclay

Keywords

Machine learning algorithm Arti cial intelligence Neuroimaging biomarkers Psychiatry disorders

Machine learning

Domains

Statistics [stat] Machine Learning [stat.ML] Computer Science [cs] Artificial Intelligence [cs.AI] Life Sciences [q-bio] Human health and pathology Psychiatrics and mental health Computer Science [cs] Medical Imaging

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hdr_educhesnay.pdf (30.92 Mo)

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Edouard Duchesnay : Connect in order to contact the contributor

https://hal-cea.archives-ouvertes.fr/tel-03408786

Submitted on : Friday, October 29, 2021-12:44:58 PM

Last modification on : Friday, March 24, 2023-2:53:23 PM

Long-term archiving on: Monday, January 31, 2022-9:34:38 AM

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tel-03408786 , version 1 (29-10-2021)

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HAL Id : tel-03408786 , version 1

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Edouard Duchesnay. Neuroimaging signatures of brain disorders: Fighting overfitting in predictive models. Machine Learning [stat.ML]. Université Paris-Saclay, FRA., 2020. ⟨tel-03408786⟩

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Neuroimaging signatures of brain disorders: Fighting overfitting in predictive models

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