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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Veröffentlicht in:J Affect Disord
Hauptverfasser: 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
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2024
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Online Zugang: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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