Psychiatry

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

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Deep learning diagnosis plus kinematic severity assessments of neurodivergent disorders.

Early diagnostic assessments of neurodivergent disorders (NDD), remains a major clinical challenge. We address this problem by pursuing the hypothesis that there is important cognitive information about NDD conditions contained in the way individuals move, when viewed at millisecond time scales. We approach the NDD assessment problem in two complementary ways. First, we applied supervised deep lea...

Jul 8 2025 40628787

Assessment of suicidal risk factors in young depressed persons with non-suicidal self-injury based on an artificial intelligence.

INTRODUCTION: The role of non-suicidal self-injury (NSSI) in the suicide process of people with major depressive disorder(MDD) remains controversial. Therefore, the purpose of this study was to investigate the role NSSI plays in suicide risk in people with MDD.

Jul 8 2025 40629434
Gut microbiota composition is related to anxiety and aggression scores in companion dogs.

There is mounting evidence for a link between behaviour and the gut microbiome in animal and human health. However, the role of the gut microbiome in ...

Jul 8 2025 40624095
Promising for patients or deeply disturbing? The ethical and legal aspects of deepfake therapy.

Deepfakes are hyper-realistic but fabricated videos created with the use of artificial intelligence. In the context of psychotherapy, the first studie...

Jul 7 2025 38981659
Harnessing technology for hope: a systematic review of digital suicide prevention tools.

This systematic review scrutinizes digital interventions in suicide prevention, telehealth, mobile applications, artificial intelligence (AI), and dig...

Jul 7 2025 40622617
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) assessment of patient mental well-being must be v...

Jul 7 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 inequities, reflected in limited access to advance...

Jul 7 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 Nigeria. AI is promising in psychiatry, particularly in ...

Jul 7 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 for detecting and classifying these conditions in d...

Jul 6 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, insufficient attention from schools and families t...

Jul 6 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 health concerns linked to higher morbidity, morta...

Jul 5 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 psychological symptoms. Bacterial microbiota plays a cr...

Jul 5 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 health management, owing to their capabilities in real...

Jul 5 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 psychological resilience among men who have sex with me...

Jul 5 2025 40617975
Perspectives of Health Care Professionals on the Use of AI to Support Clinical Decision-Making in the Management of Multiple Long-Term Conditions: Interview Study.

BACKGROUND: Managing multiple long-term conditions (MLTC) is complex. Clinical management guidelines are typically focused on individual conditions an...

Jul 4 2025 40613609
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 evaluation. Identifying resilience and risk factors in...

Jul 4 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 face challenges in utilization due to issues such ...

Jul 4 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 complex relationship among disorders further exacer...

Jul 4 2025 40614156
Integrating AI predictive analytics with naturopathic and yoga-based interventions in a data-driven preventive model to improve maternal mental health and pregnancy outcomes.

Maternal mental health during pregnancy is a crucial area of research due to its profound impact on both maternal and child well-being. This paper pro...

Jul 4 2025 40615420
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 with bipolar disorder (BD). However, the previous f...

Jul 4 2025 40615558
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