Psychiatry

Latest AI and machine learning research in psychiatry for healthcare professionals.

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An Explainable Artificial Intelligence Text Classifier for Suicidality Prediction in Youth Crisis Text Line Users: Development and Validation Study.

BACKGROUND: Suicide represents a critical public health concern, and machine learning (ML) models of...

Jan 2025 39879608
Exploring the Credibility of Large Language Models for Mental Health Support: Protocol for a Scoping Review.

BACKGROUND: The rapid evolution of large language models (LLMs), such as Bidirectional Encoder Repre...

Jan 2025 39879615
Machine learning for the diagnosis accuracy of bipolar disorder: a systematic review and meta-analysis.

BACKGROUND: Diagnosing bipolar disorder poses a challenge in clinical practice and demands a substan...

Jan 2025 39935623
Exploring the application of AI in the education of children with autism: a public health perspective.

INTRODUCTION: Autism Spectrum Disorder (ASD) presents significant challenges in social communication...

Jan 2025 39935626
Mental health phenotypes of well-controlled HIV in Uganda.

INTRODUCTION: The phenotypic expression of mental health (MH) conditions among people with HIV (PWH)...

Jan 2025 39935743
Preliminary investigation of an artificial intelligence-based cognitive behavioral therapy training tool.

We developed an asynchronous online cognitive behavioral therapy (CBT) training tool that provides a...

Jan 2025 39869688
Evaluation of an AI-Based Voice Biomarker Tool to Detect Signals Consistent With Moderate to Severe Depression.

PURPOSE: Mental health screening is recommended by the US Preventive Services Task Force for all pat...

Jan 2025 39805690
The influence of generative artificial intelligence on creative cognition of design students: a chain mediation model of self-efficacy and anxiety.

INTRODUCTION: This study investigated the role of generative Artificial Intelligence (AI) in enhanci...

Jan 2025 39931512
Identifying autism spectrum disorder based on machine learning for multi-site fMRI.

BACKGROUND: Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by repetit...

Jan 2025 39875079
Development of a machine learning-based multivariable prediction model for the naturalistic course of generalized anxiety disorder.

BACKGROUND: Generalized Anxiety Disorder (GAD) is a chronic condition. Enabling the prediction of in...

Jan 2025 39904097
A machine learning model the prediction of athlete engagement based on cohesion, passion and mental toughness.

Athlete engagement is influenced by several factors, including cohesion, passion and mental toughnes...

Jan 2025 39863787
Detecting noncredible symptomology in ADHD evaluations using machine learning.

INTRODUCTION: Diagnostic evaluations for attention-deficit/hyperactivity disorder (ADHD) are becomin...

Jan 2025 39862143
The Use of AI in Mental Health Services to Support Decision-Making: Scoping Review.

BACKGROUND: Recent advancements in artificial intelligence (AI) have changed the care processes in m...

Jan 2025 39854710
Assessment of glymphatic function and white matter integrity in children with autism using multi-parametric MRI and machine learning.

OBJECTIVES: To assess glymphatic function and white matter integrity in children with autism spectru...

Jan 2025 39843628
Applications of Large Language Models in the Field of Suicide Prevention: Scoping Review.

BACKGROUND: Prevention of suicide is a global health priority. Approximately 800,000 individuals die...

Jan 2025 39847414
Deep learning based prediction of depression and anxiety in patients with type 2 diabetes mellitus using regional electronic health records.

BACKGROUND: Depression and anxiety are prevalent mental health conditions among individuals with typ...

Jan 2025 39889672
The integrating of environmental sustainability assessment by using bipolar complex fuzzy soft Aczel-Alsina aggregation operators with EDAS approach.

The act of responsibly engaging with the world is referred to as environmental sustainability. It en...

Jan 2025 39842354
A comparative machine learning study of schizophrenia biomarkers derived from functional connectivity.

Functional connectivity holds promise as a biomarker of schizophrenia. Yet, the high dimensionality ...

Jan 2025 39843572
Functional Disability and Psychological Impact in Headache Patients: A Comparative Study Using Conventional Statistics and Machine Learning Analysis.

: Recent research has focused on exploring the relationships between various factors associated with...

Jan 2025 40005305
Identifying Neuro-Inflammatory Biomarkers of Generalized Anxiety Disorder from Lymphocyte Subsets Based on Machine Learning Approaches.

INTRODUCTION: Activation of the inflammatory response system is involved in the pathogenesis of gene...

Jan 2025 39842414
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