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Subcategories: Addictions Anxiety & Stress Bipolar Disorder Depression DSM-5 Eating Disorders Schizophrenia

Showing 3928-3948 of 5,977 articles

TRUST: An LLM-Based Dialogue System for Trauma Understanding and Structured Assessments

Objectives: While Large Language Models (LLMs) have been widely used to assist clinicians and supp...

Apr 2025 http://arxiv.org/abs/2504.21851v1

How Real Are Synthetic Therapy Conversations? Evaluating Fidelity in Prolonged Exposure Dialogues

The growing adoption of synthetic data in healthcare is driven by privacy concerns, limited access...

Apr 2025 http://arxiv.org/abs/2504.21800v3

Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS

Data-driven approaches for depression diagnosis have emerged as a significant research focus in ne...

Apr 2025 http://arxiv.org/abs/2504.21064v1

Deep Learning Characterizes Depression and Suicidal Ideation from Eye Movements

Identifying physiological and behavioral markers for mental health conditions is a longstanding ch...

Apr 2025 http://arxiv.org/abs/2504.20944v1

"I've talked to ChatGPT about my issues last night.": Examining Mental Health Conversations with Large Language Models through Reddit Analysis

We investigate the role of large language models (LLMs) in supporting mental health by analyzing R...

Apr 2025 http://arxiv.org/abs/2504.20320v1

MDD-LLM: Towards Accuracy Large Language Models for Major Depressive Disorder Diagnosis

Major depressive disorder (MDD) impacts more than 300 million people worldwide, highlighting a sig...

Apr 2025 http://arxiv.org/abs/2505.00032v1

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers

Should a large language model (LLM) be used as a therapist? In this paper, we investigate the use ...

Apr 2025 http://arxiv.org/abs/2504.18412v1

MAGI: Multi-Agent Guided Interview for Psychiatric Assessment

Automating structured clinical interviews could revolutionize mental healthcare accessibility, yet...

Apr 2025 http://arxiv.org/abs/2504.18260v1

Deciphering the unique dynamic activation pathway in a G protein-coupled receptor enables unveiling biased signaling and identifying cryptic allosteric sites in conformational intermediates

Neurotensin receptor 1 (NTSR1), a member of the Class A G protein-coupled receptor superfamily, pl...

Apr 2025 http://arxiv.org/abs/2504.17624v1

Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation

We present a framework for perspective-aware reasoning in vision-language models (VLMs) through me...

Apr 2025 http://arxiv.org/abs/2504.17207v1

The Language of Attachment: Modeling Attachment Dynamics in Psychotherapy

The delivery of mental healthcare through psychotherapy stands to benefit immensely from developme...

Apr 2025 http://arxiv.org/abs/2504.16271v1

Do positive psychosocial factors contribute to the prediction of coronary artery disease? A UK Biobank-based machine learning approach.

AIMS: Most prediction models for coronary artery disease (CAD) compile biomedical and behavioural ri...

Apr 2025 39056264

[Construction of recognition models for subthreshold depression based on multiple machine learning algorithms and vocal emotional characteristics].

OBJECTIVES: To construct vocal recognition classification models using 6 machine learning algorithms...

Apr 2025 40294920

Wearable-Derived Behavioral and Physiological Biomarkers for Classifying Unipolar and Bipolar Depression Severity

Depression is a complex mental disorder characterized by a diverse range of observable and measura...

Apr 2025 http://arxiv.org/abs/2504.13331v1

Interpersonal Theory of Suicide as a Lens to Examine Suicidal Ideation in Online Spaces

Suicide is a critical global public health issue, with millions experiencing suicidal ideation (SI...

Apr 2025 http://arxiv.org/abs/2504.13277v1

Thousand Voices of Trauma: A Large-Scale Synthetic Dataset for Modeling Prolonged Exposure Therapy Conversations

The advancement of AI systems for mental health support is hindered by limited access to therapeut...

Apr 2025 http://arxiv.org/abs/2504.13955v4

Mirror: Multimodal Cognitive Reframing Therapy for Rolling with Resistance

Recent studies have explored the use of large language models (LLMs) in psychotherapy; however, te...

Apr 2025 http://arxiv.org/abs/2504.13211v1

Leveraging Large Language Models for Multi-Class and Multi-Label Detection of Drug Use and Overdose Symptoms on Social Media

Drug overdose remains a critical global health issue, often driven by misuse of opioids, painkille...

Apr 2025 http://arxiv.org/abs/2504.12355v1

"It Listens Better Than My Therapist": Exploring Social Media Discourse on LLMs as Mental Health Tool

The emergence of generative AI chatbots such as ChatGPT has prompted growing public and academic i...

Apr 2025 http://arxiv.org/abs/2504.12337v1

VR MRI Training for Adolescents: A Comparative Study of Gamified VR, Passive VR, 360 Video, and Traditional Educational Video

Magnetic Resonance Imaging (MRI) can be a stressful experience for pediatric patients due to the l...

Apr 2025 http://arxiv.org/abs/2504.09955v1

EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety

The rise of LLM-driven AI characters raises safety concerns, particularly for vulnerable human use...

Apr 2025 http://arxiv.org/abs/2504.09689v3