Latest AI and machine learning research in depression for healthcare professionals.
This study investigates the potential of multimodal data integration, which combines electroenceph...
Major depressive disorder (MDD) is a psychiatric disorder characterized by persistent lethargy that ...
Negative emotions such as loneliness, depression, and anxiety (LDA) are prevalent and pose significa...
OBJECTIVE: Current clinical evaluation may tend to lack precision in detecting depression in Parkins...
This study presents a narrative review of the use of digital health technologies (DHTs) and artifi...
This paper presents the very first attempt to evaluate machine learning fairness for depression de...
Traditional depression screening methods, such as the PHQ-9, are particularly challenging for chil...
Recently, multimodal depression recognition for clinical interviews (MDRC) has recently attracted ...
Stigma has emerged as one of the major obstacles to effectively diagnosing depression, as it preve...
The vast repositories of Electronic Health Records (EHR) and medical claims hold untapped potentia...
In today's interconnected society, social media platforms have become an important part of our liv...
Machine learning bias in mental health is becoming an increasingly pertinent challenge. Despite pr...
Background: Adolescents are particularly vulnerable to mental disorders, with over 75% of cases ma...
Depressive and anxiety disorders are widespread, necessitating timely identification and managemen...
Mental health is a critical global public health issue, and psychological support hotlines play a ...
Large Language Models (LLMs) are demonstrating remarkable human like capabilities across diverse d...
In current medical practice, patients undergoing depression treatment must wait four to six weeks ...
This study introduces LlaMADRS, a novel framework leveraging open-source Large Language Models (LL...
Large language models (LLMs) are increasingly attracting the attention of healthcare professionals...
Psychiatric disorders are complex, multi-dimensional pathologies rooted in diverse cognitive process...
Adolescent major depressive disorder (MDD) is characterized by heterogeneous symptomatology and comp...