Machine learning models for diagnosis and risk prediction in eating disorders, depression, and alcohol use disorder

BACKGROUND: Early diagnosis and treatment of mental illnesses is hampered by the lack of reliable markers. This study used machine learning models to uncover diagnostic and risk prediction markers for eating disorders (EDs), major depressive disorder (MDD), and alcohol use disorder (AUD). METHODS: C...

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Detalhes bibliográficos
Publicado no:J Affect Disord
Main Authors: Zhang, Zuo, Robinson, Lauren, Whelan, Robert, Jollans, Lee, Wang, Zijian, Nees, Frauke, Chu, Congying, Bobou, Marina, Du, Dongping, Cristea, Ilinca, Banaschewski, Tobias, Barker, Gareth J., Bokde, Arun L.W., Grigis, Antoine, Garavan, Hugh, Heinz, Andreas, Brühl, Rüdiger, Martinot, Jean-Luc, Martinot, Marie-Laure Paillère, Artiges, Eric, Orfanos, Dimitri Papadopoulos, Poustka, Luise, Hohmann, Sarah, Millenet, Sabina, Fröhner, Juliane H., Smolka, Michael N., Vaidya, Nilakshi, Walter, Henrik, Winterer, Jeanne, Broulidakis, M. John, van Noort, Betteke Maria, Stringaris, Argyris, Penttilä, Jani, Grimmer, Yvonne, Insensee, Corinna, Becker, Andreas, Zhang, Yuning, King, Sinead, Sinclair, Julia, Schumann, Gunter, Schmidt, Ulrike, Desrivières, Sylvane
Formato: Artigo
Idioma:Inglês
Publicado em: 2024
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7617286/
https://ncbi.nlm.nih.gov/pubmed/39701465
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jad.2024.12.053
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