Detecting depression is a critical component of mental health diagnosis, and accurate
assessment is essential for effective treatment. This study introduces a novel, fully …

Recent works in pathological speech analysis have increasingly relied on powerful self-
supervised speech representations, leading to promising results. However, the complex …

The development of a cost-effective digital biomarker for detecting dementia is highly
needed. While numerous studies have explored dementia detection through speech and …

Introduction Depression is a prevalent mental disorder, and early screening and treatment
are crucial for detecting depression. However, there are still some limitations in the currently …

Introduction Depression is a serious mental health disease. Traditional scale-based
depression diagnosis methods often have problems of strong subjectivity and high …

Computational approaches to predicting mental health conditions in social media have been
substantially explored in the past years. Multiple surveys have been published on this topic …

Depression, as a prevalent and severe psychological disorder, has become a burden to
individuals, families and societies all over the world. Recently, some deep learning methods …

Depression is a prevalent mental health disorder affecting both patients and society. The
ability to identify at-risk individuals early, accurately, and without human intervention can be …