Psychiatry

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

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Assessing psychological resilience and its influencing factors in the MSM population by machine learning.

This study assesses the influence of social support, self-esteem, depression, and education on psych...

Jul 2025 40617975
Personality predicts internalizing symptoms and quality of life in police cadets: a comparison of artificial intelligence and parametric approaches.

BACKGROUND: Police cadets undergo persistent and elevated stress due to continuous training and eval...

(2)
Jul 2025 40613989
Users' Needs for Mental Health Apps: Quality Evaluation Using the User Version of the Mobile Application Rating Scale.

BACKGROUND: Mental health is an essential element of life. However, existing mental health services ...

Jul 2025 40614100
Mutualistic Multi-Network Noisy Label Learning (MMNNLL) Method and Its Application to Transdiagnostic Classification of Bipolar Disorder and Schizophrenia.

The subjective nature of diagnosing mental disorders complicates achieving accurate diagnoses. The c...

Jul 2025 40614156
Characteristics of brain network connectome and connectome-based efficacy predictive model in bipolar depression.

Aberrant functional connectivity (FC) between brain networks has been indicated closely associated w...

Jul 2025 40615558
Using Machine Learning to Predict Treatment Outcome in a Concatenated Dataset of Youth Anxiety Treatments.

Machine Learning (ML) is a promising approach for predicting outcomes of youth anxiety treatments. T...

(2)
Jul 2025 40608185
Development and validation of a risk prediction model for depression in patients with chronic obstructive pulmonary disease.

BACKGROUND: Chronic Obstructive Pulmonary Disease (COPD) is a prevalent respiratory condition often ...

(1)
Jul 2025 40604621
Evaluating the Quality of Psychotherapy Conversational Agents: Framework Development and Cross-Sectional Study.

BACKGROUND: Despite potential risks, artificial intelligence-based chatbots that simulate psychother...

Jul 2025 40600851
Facial Emotion Recognition of 16 Distinct Emotions From Smartphone Videos: Comparative Study of Machine Learning and Human Performance.

BACKGROUND: The development of automatic emotion recognition models from smartphone videos is a cruc...

(3)
Jul 2025 40601921
Interpretable machine learning for depression recognition with spatiotemporal gait features among older adults: a cross-sectional study in Xiamen, China.

OBJECTIVE: Depression in older adults is a growing public health concern, yet there is still a lack ...

Jul 2025 40604502
Crisis-line workers' perspectives on AI in suicide prevention: a qualitative exploration of risk and opportunity.

BACKGROUND: Crisis support services offer crucial intervention for individuals in acute distress, pr...

(1)
Jul 2025 40604608
Recognition of anxiety and depression using gait data recorded by the kinect sensor: a machine learning approach with data augmentation.

Anxiety and depression disorders are increasingly common, necessitating methods for real-time assess...

Jul 2025 40594318
Exploring the potential of lightweight large language models for AI-based mental health counselling task: a novel comparative study.

In recent years, Transformer-based large language models (LLMs) have significantly improved upon the...

Jul 2025 40596002
Explainable AI in early autism detection: a literature review of interpretable machine learning approaches.

Autism spectrum disorder (ASD) is a neurodevelopmental condition especially in children with a stron...

Jul 2025 40593180
Depression detection methods based on multimodal fusion of voice and text.

Depression is a prevalent mental health disorder, and early detection is crucial for timely interven...

Jul 2025 40593978
Schizophrenia detection from electroencephalogram signals using image encoding and wrapper-based deep feature selection approach.

Schizophrenia is a persistent and serious mental illness that leads to distortions in cognition, per...

Jul 2025 40594257
Enhanced schizophrenia detection using multichannel EEG and CAOA-RST-based feature selection.

Schizophrenia is a mental disorder characterized by hallucinations, delusions, disorganized thinking...

Jul 2025 40594435
Predicting autism from written narratives using deep neural networks.

Despite the heterogeneity of language and communication abilities within the autistic population, ch...

(1)
Jul 2025 40594830
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