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Nathalie Guillard-Bouhet

CHU Poitiers

France

SCHOLARLY PAPERS

2

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91

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Scholarly Papers (2)

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1.

Machine Learning Analysis of Clinical, Psychological and Sociodemographic Factors Predicting Mental Well-Being in Patients with Severe Mental Illness: Insights from the French Rehabase Cohort

Number of pages: 26 Posted: 19 Aug 2025
Quentin Adrian, Renaud F. Cohen, Julien Plasse, Dr Isabelle Chéreau, Benjamin Gouache, Emilie Legros-Lafarge, Catherine Massoubre, Nathalie Guillard-Bouhet, Léon Temblay, Nicolas Franck and Guillame Barbalat
affiliation not provided to SSRN, University of Lorraine, Centre Hospitalier Le Vinatier, Université Clermont Auvergne - CHU Clermont-Ferrand, affiliation not provided to SSRN, University of Limoges - CHU Limoges, Service Universitaire de Psychiatrie, EA TAPE 7423, CHU de Saint-Etienne, CHU Poitiers, affiliation not provided to SSRN, Centre Hospitalier Le Vinatier and University Grenoble Alpes - Institute for Advanced Biosciences (IAB)
Downloads 59 (980,173)

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REHABase, WEMWBS, QoL, schizophrenia, machine-learning

2.

Exploring the Predictors of Subjective Recovery Stages in Schizophrenia Spectrum Disorders Using Machine Learning

Number of pages: 30 Posted: 06 Nov 2025
Anaid Pérez-Ramos, Julien Plasse, Dr Isabelle Chéreau, Benjamin Gouache, Emilie Legros-Lafarge, Nathalie Guillard-Bouhet, Nicolas Franck and Guillame Barbalat
affiliation not provided to SSRN, Centre Hospitalier Le Vinatier, Université Clermont Auvergne - CHU Clermont-Ferrand, affiliation not provided to SSRN, University of Limoges - CHU Limoges, CHU Poitiers, Centre Hospitalier Le Vinatier and University Grenoble Alpes - Institute for Advanced Biosciences (IAB)
Downloads 32 (1,290,922)

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Subjective Recovery, Schizophrenia, Random Forest, SHAP values, REHABase