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
Method Matters: Enhancing Voice‐Based Depression Detection With a New Data Collection Framework

article Full Text OpenAlex

A scoping review of large language models for generative tasks in mental health care

review Full Text OpenAlex

Detecting emergencies in patient portal messages using large language models and knowledge graph-based retrieval-augmented generation

article Full Text OpenAlex

Mental disorder preventing by worry levels detection in social media using deep learning based on psycho-linguistic features: application on the COVID-19 lockdown period

article Full Text OpenAlex

Exploring Links Between Social Media Habits, Loneliness, and Sleep: A Formal Concept Analysis Approach

article Full Text OpenAlex

CoHet4Rec: A recommendation for collaborative heterogeneous information networks

article Full Text OpenAlex

Comparing social media engagement between women with suicidal ideation and those who have attempted suicide

article Full Text OpenAlex

Cancer patients’ acceptance of virtual reality interventions for self-emotion regulation

article Full Text OpenAlex

Speech2Dementia: A Novel Deep Learning Framework Integrating Enhanced CNN and Large Language Models for Automatic Detection of Alzheimer's Dementia

article Full Text OpenAlex

Mental Health Safety and Depression Detection in Social Media Text Data: A Classification Approach Based on a Deep Learning Model

article Full Text OpenAlex

近5年高被引文献
Predicting Depression via Social Media

article Full Text OpenAlex 1343 FWCI91.807

A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

article Full Text OpenAlex 387 FWCI179.464

Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation

article Full Text OpenAlex 360 FWCI57.13

My Chatbot Companion - a Study of Human-Chatbot Relationships

article Full Text OpenAlex 342 FWCI30.253

A Large-Scale COVID-19 Twitter Chatter Dataset for Open Scientific Research—An International Collaboration

article Full Text OpenAlex 303 FWCI79.998

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

review Full Text OpenAlex 282 FWCI16.258

Artificially intelligent chatbots in digital mental health interventions: a review

review Full Text OpenAlex 229 FWCI7.029

Sentiment Analysis in Social Media Data for Depression Detection Using Artificial Intelligence: A Review

review Full Text OpenAlex 191 FWCI3.936

Using large language models in psychology

article Full Text OpenAlex 178 FWCI42.828

History and Status of Prolonged Grief Disorder as a Psychiatric Diagnosis

review Full Text OpenAlex 177 FWCI5.352