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
Are Natural Language Processing Tools Ready for Predicting Violence Toward Self or Others?

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Perceive–Assess–Dose–Safeguard: a safety-gated state–action grammar for psychotherapy micro-decisions in computational psychiatry

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Artificial intelligence-associated delusions and large language models: risks, mechanisms of delusion co-creation, and safeguarding strategies

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Predictive machine learning algorithms for depression and anxiety disorders in six cancer types: a comprehensive multi-center population-based study

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Towards stable cross-domain depression recognition under missing modalities

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Beyond metrics to methods: a scoping review of transformers and large language models for detection of social drivers of health in clinical notes

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Diagnosing Alzheimer’s disease using hypergraph neural networks with prompt tuning

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Network-based artificial intelligence in mental healthcare: A systematic review of chatbots, artificial intelligence/machine learning models and ethical considerations in global healthcare networks

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Potentially Harmful Consequences of Artificial Intelligence ( AI ) Chatbot Use Among Patients With Mental Illness: Early Data From a Large Psychiatric Service System

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Socio-demographic gaps in pain management guided by large language models

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近5年高被引文献
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

article Full Text OpenAlex 603 FWCI191.0153

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

review Full Text OpenAlex 413 FWCI84.2273

Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being

review Full Text OpenAlex 410 FWCI75.4735

An Overview of Chatbot-Based Mobile Mental Health Apps: Insights From App Description and User Reviews

article Full Text OpenAlex 333 FWCI61.2992

Almanac — Retrieval-Augmented Language Models for Clinical Medicine

article Full Text OpenAlex 313 FWCI34.3981

Using large language models in psychology

article Full Text OpenAlex 295 FWCI49.7909

Risk factors for suicide in adults: systematic review and meta-analysis of psychological autopsy studies

review Full Text OpenAlex 279 FWCI48.8311

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

review Full Text OpenAlex 253 FWCI82.0471

Artificial Intelligence and Chatbots in Psychiatry

review Full Text OpenAlex 234 FWCI31.193

Deep Learning for Depression Detection from Textual Data

article Full Text OpenAlex 232 FWCI46.8666