Psychiatry

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

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Scalable Precision Psychiatry With an Objective Measure of Psychological Stress: Prospective Real-World Study.

BACKGROUND: Before meaningful progress toward precision psychiatry is possible, objective (unbiased)...

Jul 2025 40622759
Quantitative Research on Digitalized Treatment Options for Older Adults With Mental Illness: Scoping Review.

BACKGROUND: Older adults with mental illness face specific physical and psychosocial challenges and ...

Jul 2025 40623299
Psychiatrists' and trainees' knowledge, perception, and readiness for integration of artificial intelligence in mental health care in Nigeria.

BACKGROUND: Artificial intelligence (AI) is revolutionising healthcare globally, including in Nigeri...

Jul 2025 40624506
Comparing traditional natural language processing and large language models for mental health status classification: a multi-model evaluation.

The substantial increase in mental health disorders globally necessitates scalable, accurate tools f...

Jul 2025 40619512
The application of improved AFCNN model for children's psychological emotion recognition.

Children's mental health has become an increasingly prominent concern in modern education. However, ...

Jul 2025 40619530
The HARMONEE project: Using GenAI images for reminiscence with older adults in long-term care.

Social isolation and demoralization in older adults in long-term care facilities are critical public...

Jul 2025 40618723
Multi-kingdom microbiota analysis reveals bacteria-viral interplay in IBS with depression and anxiety.

Irritable Bowel Syndrome (IBS) is a common gastrointestinal disorder frequently accompanied by psych...

Jul 2025 40617850
A systematic literature review on integrating AI-powered smart glasses into digital health management for proactive healthcare solutions.

AI-powered smart glasses are emerging as a highly promising advancement in the field of digital heal...

Jul 2025 40617964
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...

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...

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 ...

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...

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...

Jul 2025 40604608
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