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Argyrios Perivolaris

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Review Open access Sep 2026

SYNERGY-VAE: An explainable generative deep learning framework for discovering depression subgroups from multimodal population health data

Depression represents a complex, multifactorial disorder influenced by the interplay of biological, behavioral, and social determinants. While extensive health surveys, including the National Health and Nutrition Examination Survey (NHANES), gather comprehensive multidomain data, existing studies tend to analyze these...

Divya Sharma, Alice Rueda, Qiao-Wei Lin et al. · 0 citations

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