AINeutralarXiv – CS AI · 7h ago6/10
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AI Models for Depressive Disorder Detection and Diagnosis: A Review
A comprehensive review of 55 studies examines AI methods for detecting and diagnosing Major Depressive Disorder, revealing trends toward graph neural networks for brain connectivity analysis, large language models for linguistic data, and multimodal fusion approaches. The survey highlights how AI can address the subjectivity in clinical depression diagnosis while advancing computational psychiatry through improved explainability and fairness.