Text-Based Depression Estimation Using Machine Learning With Standard Labels: Systematic Review and Meta-Analysis

Authors

Institutions

Publication Details

Journal
Journal of Medical Internet Research
Published
2026-02-11
DOI
https://doi.org/10.2196/82686
Primary Topic
Mental Health via Writing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Text-Based Depression Estimation Using Machine Learning With Standard Labels: Systematic Review and Meta-Analysis

Chaohai Zhang, Shengming Zhang, Jiaxin Zhang
Journal of Medical Internet Research
Mental Health via Writing
article

Text-Based Depression Estimation Using Machine Learning With Standard Labels: Systematic Review and Meta-Analysis

Chaohai Zhang, Shengming Zhang, Jiaxin Zhang
article en

Abstract

No abstract available for this paper.
Journal of Medical Internet ResearchVol. 28
Southern University of Science and Technology (CN)
Quality Education
Openalex Percentile: Top 64%
Mental Health via Writing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Text-Based Depression Estimation Using Machine Learning With Standard Labels: Systematic Review and Meta-Analysis — Chaohai Zhang, Shengming Zhang, et al. · Journal of Medical Internet Research (2026) | TGRS Research Map | TGRS