C-MIND, a 169-participant clinically diagnosed multimodal depression dataset, is introduced, and the paper reports audio/video from picture description as the strongest signals and that clinical-expertise prompts improve LLM diagnosis.
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Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning
C-MIND, a 169-participant clinically diagnosed multimodal depression dataset, is introduced, and the paper reports audio/video from picture description as the strongest signals and that clinical-expertise prompts improve LLM diagnosis.