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

Showing 3949-3969 of 5,977 articles

Comorbidity-Informed Transfer Learning for Neuro-developmental Disorder Diagnosis

Neuro-developmental disorders are manifested as dysfunctions in cognition, communication, behaviou...

Apr 2025 http://arxiv.org/abs/2504.09463v1

Local Temporal Feature Enhanced Transformer with ROI-rank Based Masking for Diagnosis of ADHD

In modern society, Attention-Deficit/Hyperactivity Disorder (ADHD) is one of the common mental dis...

Apr 2025 http://arxiv.org/abs/2504.11474v1

Linguistic Comparison of AI- and Human-Written Responses to Online Mental Health Queries

The ubiquity and widespread use of digital and online technologies have transformed mental health ...

Apr 2025 http://arxiv.org/abs/2504.09271v1

A Confounding Factors-Inhibition Adversarial Learning Framework for Multi-site fMRI Mental Disorder Identification

In open data sets of functional magnetic resonance imaging (fMRI), the heterogeneity of the data i...

Apr 2025 http://arxiv.org/abs/2504.09179v1

Leveraging Large Language Models for Cost-Effective, Multilingual Depression Detection and Severity Assessment

Depression is a prevalent mental health disorder that is difficult to detect early due to subjecti...

Apr 2025 http://arxiv.org/abs/2504.04891v1

MedGNN: Capturing the Links Between Urban Characteristics and Medical Prescriptions

Understanding how urban socio-demographic and environmental factors relate with health is essentia...

Apr 2025 http://arxiv.org/abs/2504.04739v1

Classification of ADHD and Healthy Children Using EEG Based Multi-Band Spatial Features Enhancement

Attention Deficit Hyperactivity Disorder (ADHD) is a common neurodevelopmental disorder in childre...

Apr 2025 http://arxiv.org/abs/2504.04664v1

Measuring Mental Health Variables in Computational Research: Toward Validated, Dimensional, and Transdiagnostic Approaches

Computational mental health research develops models to predict and understand psychological pheno...

Apr 2025 http://arxiv.org/abs/2504.13890v1

Improving Brain Disorder Diagnosis with Advanced Brain Function Representation and Kolmogorov-Arnold Networks

Quantifying functional connectivity (FC), a vital metric for the diagnosis of various brain disord...

Apr 2025 http://arxiv.org/abs/2504.03923v1

Machine learning reveals connections between preclinical type 2 diabetes subtypes and brain health.

Previous research has established type 2 diabetes mellitus as a significant risk factor for various ...

Apr 2025 39932872

OnRL-RAG: Real-Time Personalized Mental Health Dialogue System

Large language models (LLMs) have been widely used for various tasks and applications. However, LL...

Apr 2025 http://arxiv.org/abs/2504.02894v3

Leveraging Embedding Techniques in Multimodal Machine Learning for Mental Illness Assessment

The increasing global prevalence of mental disorders, such as depression and PTSD, requires object...

Apr 2025 http://arxiv.org/abs/2504.01767v1

Neural dynamics of mental state attribution to social robot faces.

The interplay of mind attribution and emotional responses is considered crucial in shaping human tru...

Apr 2025 40066991

Detecting PTSD in Clinical Interviews: A Comparative Analysis of NLP Methods and Large Language Models

Post-Traumatic Stress Disorder (PTSD) remains underdiagnosed in clinical settings, presenting oppo...

Apr 2025 http://arxiv.org/abs/2504.01216v1

Integrating Artificial Intelligence (AI) With Workforce Solutions for Sustainable Care: A Follow Up to Artificial Intelligence and Machine Learning (ML) Based Decision Support Systems in Mental Health.

This integrative literature review examines the evolving role of artificial intelligence (AI) and ma...

Apr 2025 40055746

A Framework for Comparison and Interpretation of Machine Learning Classifiers to Predict Autism on the ABIDE Dataset.

Autism is a neurodevelopmental condition affecting ~1% of the population. Recently, machine learning...

Apr 2025 40095417

Generative AI and the profession of genetic counseling.

The development of artificial intelligence (AI) including generative large language models (LLMs) an...

Apr 2025 40110624

Using Machine Learning to Predict Uptake to an Online Self-Guided Intervention for Stress During the COVID-19 Pandemic.

Online self-guided interventions appear efficacious for alleviating some mental health concerns. How...

Apr 2025 40261245

Spatiotemporal Learning of Brain Dynamics from fMRI Using Frequency-Specific Multi-Band Attention for Cognitive and Psychiatric Applications

Understanding how the brain's complex nonlinear dynamics give rise to adaptive cognition and behav...

Mar 2025 http://arxiv.org/abs/2503.23394v1

NeuroLIP: Interpretable and Fair Cross-Modal Alignment of fMRI and Phenotypic Text

Integrating functional magnetic resonance imaging (fMRI) connectivity data with phenotypic textual...

Mar 2025 http://arxiv.org/abs/2503.21964v1

AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models

Psychodynamic conflicts are persistent, often unconscious themes that shape a person's behaviour a...

Mar 2025 http://arxiv.org/abs/2503.21911v1