Psychiatry

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

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Showing 181-200 of 7,399 articles

AI in Psychiatry for Improving Continuity of Patient Care: Protocol for a Mixed Methods Systematic Review.

BACKGROUND: Continuity of care is essential in psychiatric services due to the chronic, relapsing nature of mental health conditions, yet care pathways remain heavily fragmented at critical transition points. Although advancements in AI and machine learning (ML) offer powerful capabilities to track longitudinal data and automate clinical decision-making, a structured appraisal of their efficacy in...

Aug 5 2026 42555933

AI as a Therapist, Companion, and Romantic Partner: Emerging Roles, Benefits, and Risks for Mental Health in Participatory Medicine.

The line between tool and companion was once obvious, but conversational AI is blurring it in ways few researchers anticipated. Large language model chatbots and purpose-built AI companion agents are now used by millions of people every day. They are not being used to simply retrieve information but, instead, to offer emotional support, help process personal distress, and sustain what many describ...

Aug 5 2026 42555960
Resting-state fMRI-based machine learning for predicting SSRI treatment response in major depressive disorder.

BACKGROUND: Major Depressive Disorder (MDD) is a prevalent mental health condition with significant societal impact. Although prior research has highl...

Aug 4 2026 42552532
Developing an integrated algorithm to support autism diagnostic decisions: Model performance and statistical fairness.

BACKGROUND: Best practices in diagnosing autism spectrum disorder require an expert diagnostician to integrate multiple sources of information, includ...

Aug 4 2026 42553480
Cognitive Workload and Mental Burden in Health Care Professionals Interacting With AI: Systematic Review and Meta-Analysis.

BACKGROUND: AI adoption in health care has accelerated rapidly, with ambient documentation tools, diagnostic imaging AI, and clinical decision support...

Aug 4 2026 42550089
Adjunctive utility of gaze-based indices obtained with Gazefinder for ADHD assessment in children.

Diagnosis of attention-deficit/hyperactivity disorder (ADHD) relies primarily on subjective clinical assessments, necessitating the establishment of o...

Aug 4 2026 42550242
Trustworthy artificial intelligence for rural health care.

Regional, rural and remote Australians experience poorer health outcomes and substantially higher rates of suicide and self-harm than those in major c...

Aug 4 2026 42550882
AI in Disaster Medicine: Scoping Review of Methods, Validation, and System Integration.

BACKGROUND: AI is increasingly proposed as a tool to enhance disaster medicine through improved situational awareness, decision support, and resource ...

Aug 4 2026 42550996
From anxiety to adaptation: A study on the relationship between college students' AI interaction experience and mental health in higher education.

In addition to the successful application of technology in empowering education through generative artificial intelligence, there may be certain dange...

Aug 4 2026 42551385
Machine Learning Approaches to Identify Influential Factors of the Comorbid Psychiatric Symptoms and Hypertension Among Rural Adults in Bangladesh: A Cross-Sectional Study.

BACKGROUND AND AIM: The burden of both psychiatric symptoms (anxiety and/or depression) and hypertension poses significant public health challenges in...

Aug 4 2026 42553476
The Impact of Robotization on Employees' Mental and Physical Health: A Qualitative Study in the Czech and Slovak Republics.

BACKGROUND: This study aimed to explore the impact of introducing robotic technologies on employees' mental and physical health across three Czech and...

Aug 3 2026 42545247
The Influence of Patient Persona and Affective Framing on Management Recommendations of ChatGPT, Gemini and Claude for Unruptured Intracranial Aneurysms: A Comparative Benchmarking Study.

Patients increasingly consult large language models (LLMs) before specialist review and may do so in widely differing emotional registers. We examined...

Aug 3 2026 42545535
Altered default mode network homogeneity in chronic insomnia disorder: modulation by modified suanzaoren decoction and estazolam, and machine learning classification.

OBJECTIVE: Chronic Insomnia Disorder (CID) is characterized by maladaptive self-referential thinking linked to default mode network (DMN) dysfunction....

Aug 3 2026 42546895
Personalized Prediction of Acute and Chronic Postsurgical Pain - the role of Multidomain Biosignatures, Machine Learning-Based Integration, and Standardized Outcome Definitions.

PURPOSE OF THE REVIEW: Acute postsurgical pain (APSP) and chronic postsurgical pain (CPSP) remain prevalent and insufficiently resolved challenges in ...

Aug 3 2026 42543469
Place-based ecological restoration and self-rated health: Quasi-experimental evidence from China.

Large-scale ecological restoration is increasingly promoted as a strategy for environmental sustainability, but its implications for population health...

Aug 2 2026 42561470
Leveraging pretrained vision transformers for classifying alcohol use disorder using raw resting-state EEG.

Alcohol Use Disorder (AUD) is a prevalent neuropsychiatric condition affecting about 28 million adults in the USA, with few objective biomarkers to as...

Aug 1 2026 42576984
Are Artificial Intelligence and Robot Nurses a Threat to Student Nurses?: A Quasi-Experimental Study.

BACKGROUND: With the continuous advancement of technology, it is predicted that artificial intelligence technologies will be utilised more by academic...

Aug 1 2026 42542946
Establishing diagnostic thresholds for adult ADHD screening in taxi drivers: validation of the CAARS-S via Item Response Theory and Machine Learning.

BACKGROUND: Adult Attention-Deficit/Hyperactivity Disorder (ADHD) is under-recognized in professional drivers, yet it poses significant safety risks. ...

Aug 1 2026 42538816
Physician-Supervised ChatGPT-Assisted Versus Physician-Led Informed Consent for Reducing Preoperative Anxiety: A Randomized Controlled Trial.

PURPOSE: To evaluate whether ChatGPT-assisted informed consent (IC) is noninferior to conventional physician-led IC in reducing preoperative anxiety (...

Aug 1 2026 42541389
From machine learning to deep learning in attention deficit hyperactivity disorder diagnosis: A bibliometric analysis of global trends (2011-2024).

BACKGROUND: The diagnosis of attention deficit hyperactivity disorder (ADHD) has traditionally relied on subjective clinical interviews. Recent years ...

Aug 1 2026 42541435
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