What type of study is this?

This is a Systematic Review study.

September 24, 2025Open Access

AI Models for Depressive Disorder Detection and Diagnosis: A Review

View Full Paper

Ask AI

Bookmark

AI methods present innovative solutions for diagnosing major depressive disorder, improving upon subjective assessments.
A systematic review of 55 studies reveals significant trends in AI for detection, with graph neural networks leading the field.
The analysis introduces a novel taxonomy, distinguishing methods by clinical task, data modality, and model class.
Challenges remain, including algorithmic fairness and the need for comprehensive benchmarks for future research.

No takes yet. Share an insight, caveat, or question.

This review explores AI's impact on diagnosis and detection of major depressive disorder, highlighting recent advancements.

Aleagha et al. (2025) studied this question.

View Full Paper

Ask AI

Bookmark