Psychiatry

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

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Clinician Perceptions of AI in Care: Cross-Sectional Survey.

BACKGROUND: AI is increasingly being explored as a tool to enhance efficiency, access, and diagnostic accuracy in mental health care. However, the perspectives of clinicians, who are central to the delivery and oversight of care, on the use of AI remain underexamined. OBJECTIVE: This study aimed to explore clinicians' perceptions of AI in clinical care, including perceived benefits, risks, barrier...

Sep 2 2026 42441392

Post-traumatic Psychopathology and Cardiovascular Risk: A Danish Case-Control Study of Sex-Specific Associations.

BACKGROUND: There is increasing recognition that trauma exposure and related psychiatric consequences predict cardiovascular disease risk. However, most research has specifically examined post-traumatic stress disorder-despite evidence that a range of psychiatric disorders may follow trauma. We applied machine learning to identify key post-traumatic psychiatric predictors of incident major adverse...

Sep 2 2026 42684053
Integration of network pharmacology, molecular docking, and molecular dynamics simulation to elucidate the mechanism of Psychotria rubra in depression treatment.

Depression is a chronic mental disorder with high disability and mortality rates, affecting approximately 95 million individuals in China alone. The l...

Sep 2 2026 42684615
A Clinical AI-Based System (MoodMon) for Affective Disorders: Algorithm Development and Validation.

BACKGROUND: Psychiatry needs objective technological tools to address global staffing shortages, stigma, and other systemic challenges. An AI-based sy...

Sep 2 2026 42684674
Nurses' Ethical Awareness, Attitudes, Anxiety, and Intention to Use Artificial Intelligence Technology.

Artificial intelligence (AI) is increasingly influencing nursing practice and care delivery. This cross-sectional correlational study examined nurses'...

Sep 2 2026 42685295
Emotionally engaged speech reveals acoustic markers of depression and suicide risk.

BACKGROUND: Major depressive disorder exists along a continuum, from health through remission to active depression. Differentiating these states remai...

Sep 2 2026 42686074
3D epigenome of glial cell types in developing human cortex.

The human cortex is complex and heterogeneous, undergoing extensive expansion during development1,2. Our prior study of neurogenesis, including radial...

Sep 2 2026 42686907
A Critical Synthesis of Machine Learning in Autism Spectrum Disorder Genomic Research: From Transcriptomics to Microbiome.

Autism spectrum disorder (ASD) is a complex neurodevelopmental condition characterized by persistent impairments in social communication, restricted i...

Sep 2 2026 42682077
Combined predictive value of TyG index and PLR for mental health in Chinese adults: A machine learning approach.

OBJECTIVE: To investigate the independent and combined associations of the triglyceride-glucose (TyG) index and platelet-to-lymphocyte ratio (PLR) wit...

Sep 2 2026 42685010
Unsupervised Identification of Population Clusters With Distinct Low Back Pain Profiles.

BACKGROUND CONTEXT: Low back pain (LBP) is a leading cause of disability worldwide, yet population-level stratification of LBP risk remains limited. U...

Sep 1 2026 42679904
An interpretable machine learning framework for screening psychological distress in patients with chronic rhinosinusitis.

BACKGROUND: Chronic rhinosinusitis (CRS) is associated with substantial psychological burden, yet tools for identifying patients with psychological di...

Sep 1 2026 42679955
An Alternative Approach for Detecting Problematic Alcohol Use: Developing the Student Alcohol Risk Assessment Scale-15 Using AI-Assisted Machine Learning.

BACKGROUND/AIM: Risky alcohol use is common among university students and negatively impacts physical and psychosocial health. Current screening instr...

Sep 1 2026 42473812
Digital and Biomarker-Based Monitoring for Schizophrenia-Treatment Adherence.

BACKGROUND: Nonadherence to antipsychotics affects nearly half of patients with schizophrenia, leading to rehospitalization, suicidality, and reduced ...

Sep 1 2026 42478867
Machine Learning Models for Predicting Pain, Fatigue, Depression, Anxiety, and Malnutrition in Cancer Patients: A Systematic Review and Meta-Analysis.

INTRODUCTION: Cancer-related symptoms including pain, fatigue, depression, anxiety, and malnutrition drive poor quality of life and adverse clinical o...

Sep 1 2026 42584044
AI scribe functions in psychiatric practice: clinical oversight, consent, and regulation.

Ambient artificial intelligence (AI) documentation tools, known as AI scribes, have entered psychiatric clinical practice, bundling at least three ope...

Sep 1 2026 42586083
Toward Precision Neuropsychiatry of Dementia: Neuropsychiatric Symptoms as Multidimensional Clinical Phenotypes.

Neuropsychiatric symptoms (NPS) are the most clinically consequential manifestations of dementia, yet they are frequently underestimated as secondary ...

Sep 1 2026 42608660
State-Specific Segmental Abnormalities of White Matter Structure and Function in Pediatric Bipolar Disorders.

OBJECTIVE: White matter (WM), as the critical infrastructure for neural communication, is implicated in pediatric bipolar disorder (PBD) pathophysiolo...

Sep 1 2026 42657624
Harmonising Depression and Anxiety Measures Across International Cohorts: A Framework Validated Using Measurement Invariance.

AIMS: Cross-national research on mental health trajectories requires harmonised measures that are valid and comparable. However, measurement scales of...

Sep 1 2026 42661415
Detecting short-term post-traumatic stress disorder symptom increases among veterans: machine-learning analysis integrating wearable sensor and daily self-report data.

BACKGROUND: Post-traumatic stress disorder (PTSD) symptoms can fluctuate substantially over short periods, yet routine screening typically relies on i...

Sep 1 2026 42676155
Integrating socioeconomic context with multimodal EEG data for improved ADHD risk screening.

Attention-deficit/hyperactivity disorder (ADHD) affects millions globally, yet current diagnostic approaches rely on subjective behavioral assessments...

Sep 1 2026 42678972
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