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Romain Colle

16PUBLICATIONS
129CO-AUTHORS
Deep learningAnimal neurobiologyCognitionEpigenetics (incl. genome methylation and epigenomics)Predictive and prognostic markers
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Journal

Publications (16)

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|Feb 25, 2026
Applying machine-learning and deep-learning to predict depression from brain MRI and identify depression-related brain biology.

Jiayue-Clara Jiang, Camille Brianceau, Elise Delzant

|Nov 18, 2025
Quantitative monitoring of ketamine's impact on synaptic density using <sup>11</sup>C-UCB-J PET imaging in the corticosterone mouse model of anxiety/depression.

Cassandre Corvo, Sébastien Goutal, Indira Mendez-David

|Oct 24, 2025
Transdiagnostic alterations in white matter microstructure associated with suicidal thoughts and behaviours in the ENIGMA Suicidal Thoughts and Behaviours consortium.

Laura S van Velzen, Lejla Colic, Zuriel Ceja

|Oct 03, 2025
Classification of major depressive disorder using vertex-wise brain sulcal depth, curvature, and thickness with a deep and a shallow learning model.

Roberto Goya-Maldonado, Tracy Erwin-Grabner, Ling-Li Zeng

|Jun 17, 2025
Depression, antidepressant use, and breast cancer incidence: results from the E3N prospective cohort.

Romain Colle, Eric Deflesselle, Océane Mohamed

|Oct 27, 2024
Association of the GRIK4 rs1954787 polymorphism with clinical response in antidepressant-treated depressed patients: results from a prospective cohort and meta-analysis.

Kenneth Chappell, Romain Colle, Khalil El Asmar

Pageof 3

Frequent Collaborators

4 joint publications

Florence Gressier

3 joint publications

David Montani

3 joint publications

Matthieu Gasnier

2 joint publications

Abd El Kader Ait Tayeb

2 joint publications

Zeynep Basgoze

2 joint publications

Xavier Monnet

2 joint publications

Denis Joseph David

2 joint publications

Nicolas Noel

2 joint publications

Emmanuelle Corruble

2 joint publications

Laurent Becquemont

Frequent Collaborators

4 joint publications

Florence Gressier

3 joint publications

David Montani

3 joint publications

Matthieu Gasnier

2 joint publications

Abd El Kader Ait Tayeb

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