Diagnostic accuracy of deep learning using speech samples in depression: a systematic review and meta-analysis

L Liu, L Liu, HA Wafa, F Tydeman… - Journal of the …, 2024 - academic.oup.com
Objective This study aims to conduct a systematic review and meta-analysis of the
diagnostic accuracy of deep learning (DL) using speech samples in depression. Materials …

Faces of the Mind: Unveiling Mental Health States Through Facial Expressions in 11,427 Adolescents

X Xu, K Zhou, Y Zhang, Y Wang, F Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Mood disorders, including depression and anxiety, often manifest through facial
expressions. While previous research has explored the connection between facial features …