AIMC Topic: Mental Disorders
Clear Filters Showing 71 to 80 of 281 articles
The challenges of using machine learning models in psychiatric research and clinical practice.
European neuropsychopharmacology : the journal of the European College of Neuropsychopharmacology
Sep 3, 2024
To understand the complex nature of heterogeneous psychiatric disorders, scientists and clinicians are required to employ a wide range of clinical, endophenotypic, neuroimaging, genomic, and environmental data to understand the biological mechanisms ...
Machine Learning Model Reveals Determinators for Admission to Acute Mental Health Wards From Emergency Department Presentations.
International journal of mental health nursing
Aug 29, 2024
This research addresses the critical issue of identifying factors contributing to admissions to acute mental health (MH) wards for individuals presenting to the emergency department (ED) with MH concerns as their primary issue, notably suicidality. T...
Machine Learning, Deep Learning, and Data Preprocessing Techniques for Detecting, Predicting, and Monitoring Stress and Stress-Related Mental Disorders: Scoping Review.
JMIR mental health
Aug 21, 2024
BACKGROUND: Mental stress and its consequent mental health disorders (MDs) constitute a significant public health issue. With the advent of machine learning (ML), there is potential to harness computational techniques for better understanding and add...
Designing AI for mental health diagnosis: responding to critics.
Journal of medical ethics
Aug 21, 2024
Old wine in new bottles? What is new with AI for mental health diagnosis?
Journal of medical ethics
Aug 21, 2024
Machine learning for mental health diagnosis: tackling contributory injustice and epistemic oppression.
Journal of medical ethics
Aug 21, 2024
Navigating cultural diversity: harnessing AI for mental health diagnosis despite value-laden judgements.
Journal of medical ethics
Aug 21, 2024
Designing AI for mental health diagnosis: challenges from sub-Saharan African value-laden judgements on mental health disorders.
Journal of medical ethics
Aug 21, 2024
Recently clinicians have become more reliant on technologies such as artificial intelligence (AI) and machine learning (ML) for effective and accurate diagnosis and prognosis of diseases, especially mental health disorders. These remarks, however, ap...
A Deep Learning-Derived Transdiagnostic Signature Indexing Hypoarousal and Impulse Control: Implications for Treatment Prediction in Psychiatric Disorders.
Biological psychiatry. Cognitive neuroscience and neuroimaging
Aug 13, 2024
BACKGROUND: Psychiatric disorders are traditionally classified within diagnostic categories, but this approach has limitations. The Research Domain Criteria (RDoC) constitute a research classification system for psychiatric disorders based on dimensi...
Predicting the trajectory of non-suicidal self-injury among adolescents.
Journal of child psychology and psychiatry, and allied disciplines
Aug 13, 2024
BACKGROUND: Non-suicidal self-injury (NSSI) is common among adolescents receiving inpatient psychiatric treatment and the months post-discharge is a high-risk period for self-injurious behavior. Thus, identifying predictors that shape the course of p...
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