专题：Mental Health via Writing

This cluster of papers focuses on the analysis of psychological language in social media, particularly related to emotional disclosure, mental health, and expressive writing. It involves the use of natural language processing and machine learning techniques to detect and understand patterns of depression, suicidal ideation, and other mental health indicators in online communication.
最新文献
AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation

article Full Text OpenAlex

AI-driven mental health therapy: A comparative study of emotional clarity and stigma reduction across journaling, human-guided therapy, and AI-guided therapy

article Full Text OpenAlex

Predicting Mental Health Challenges Among University Students Using a Federated CNN-BiLSTM-Attention Framework

conference-paper Full Text OpenAlex

Motivational Computing: Transformer-Based Automation of Implicit Motive Coding

article Full Text OpenAlex

Exploring the application boundaries of LLMs in mental health: a systematic scoping review

review Full Text OpenAlex

Assessing personality using zero-shot generative AI scoring of brief open-ended text

article Full Text OpenAlex

Explainable machine learning for mental health prediction from social media behavior: a nested cross-validation study with SHAP and LIME interpretability

article Full Text OpenAlex

AI for Detecting and Predicting Postpartum Depression: Scoping Review

review Full Text OpenAlex

Ensemble transformer with post-hoc explanations for depression emotion and severity detection

article Full Text OpenAlex

Mental health in digital microsystems across three Asian Reddit communities

article Full Text OpenAlex

近5年高被引文献
Problematic Social Media Use in Adolescents and Young Adults: Systematic Review and Meta-analysis

review Full Text OpenAlex 584 FWCI13.9779

Social Media and Mental Health

article Full Text OpenAlex 551 FWCI143.8158

Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support

article Full Text OpenAlex 499 FWCI128.1376

Natural language processing applied to mental illness detection: a narrative review

review Full Text OpenAlex 475 FWCI14.0979

Coronavirus Pandemic (COVID-19)

book-chapter Full Text OpenAlex 380 FWCI127.795

GPT is an effective tool for multilingual psychological text analysis

article Full Text OpenAlex 296 FWCI43.1094

A multi-modal open dataset for mental-disorder analysis

data-paper Full Text OpenAlex 293 FWCI0

A Review of Machine Learning and Deep Learning Approaches on Mental Health Diagnosis

review Full Text OpenAlex 281 FWCI11.1994

Mental-LLM

article Full Text OpenAlex 277 FWCI131.2364

Large Language Models for Mental Health Applications: Systematic Review

review Full Text OpenAlex 269 FWCI23.4903