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Explainable Machine Learning in the Prediction of Depression

<b>Background:</b> Depression constitutes a major public health issue, being one of the leading causes of the burden of disease worldwide. The risk of depression is determined by both genetic and environmental factors. While genetic factors cannot be altered, the identification of potentially revers...

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Autori principali: Christina Mimikou, Christos Kokkotis, Dimitrios Tsiptsios, Konstantinos Tsamakis, Stella Savvidou, Lillian Modig, Foteini Christidi, Antonia Kaltsatou, Triantafyllos Doskas, Christoph Mueller, Aspasia Serdari, Kostas Anagnostopoulos, Gregory Tripsianis
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2025-06-01
Serie:Diagnostics
Soggetti:
artificial intelligence
neural networks
logistic regression
support vector machine
XGBoost
interpretation
Accesso online:https://www.mdpi.com/2075-4418/15/11/1412
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