Medical LLMs may show real-world potential in identifying individuals with major depressive disorder using WhatsApp voice note recordings (IMAGE)
Caption
Overview of preprocessing steps, feature extraction, and modeling process.
WhatsApp audios were preprocessed, acoustic features extracted, and models trained with a standardized pipeline. Seven ML algorithms were evaluated on an independent test set.
Credit
Otani et al., 2026, PLOS Mental Health, CC-BY 4.0 (https://creativecommons.org/licenses/by/4.0/)
Usage Restrictions
Credit must be given to the creator.
License
CC BY