Studies from Shandong University Reveal New Findings on Biomarkers (Automatic Recognition of Depression Based On Audio and Video: a Review).

A recent study conducted by researchers at Shandong University in Jinan, China, explores the use of audio and video-based biomarkers for the automatic recognition of depression. The study highlights the limitations of current depression detection methods and the potential of deep learning technology to capture non-biological markers of depression. The researchers provide a review of commonly used datasets, identify deficiencies in existing research, and suggest future directions for development. This research has been peer-reviewed and published in the World Journal of Psychiatry. [Extracted from the article]