AIMC Topic: Mental Disorders
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The Future is Knocking: How Artificial Intelligence Will Fundamentally Change Psychiatry.
Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry
May 18, 2020
Towards a brain-based predictome of mental illness.
Human brain mapping
May 6, 2020
Neuroimaging-based approaches have been extensively applied to study mental illness in recent years and have deepened our understanding of both cognitively healthy and disordered brain structure and function. Recent advancements in machine learning t...
Association Rule Learning Is an Easy and Efficient Method for Identifying Profiles of Traumas and Stressors that Predict Psychopathology in Disaster Survivors: The Example of Sri Lanka.
International journal of environmental research and public health
Apr 21, 2020
Research indicates that psychopathology in disaster survivors is a function of both experienced trauma and stressful life events. However, such studies are of limited utility to practitioners who are about to go into a new post-disaster setting as (1...
Predicting hospital readmission in patients with mental or substance use disorders: A machine learning approach.
International journal of medical informatics
Apr 18, 2020
OBJECTIVE: Mental or substance use disorders (M/SUD) are major contributors of disease burden with high risk for hospital readmissions. We sought to develop and evaluate a readmission model using a machine learning (ML) approach.
Predicting mental health problems in adolescence using machine learning techniques.
PloS one
Apr 6, 2020
BACKGROUND: Predicting which children will go on to develop mental health symptoms as adolescents is critical for early intervention and preventing future, severe negative outcomes. Although many aspects of a child's life, personality, and symptoms h...
Machine Learning Applications for optimized mental health outcomes in Asia: Translating Hype to Hope.
Asian journal of psychiatry
Feb 24, 2020
Precision Psychiatry Applications with Pharmacogenomics: Artificial Intelligence and Machine Learning Approaches.
International journal of molecular sciences
Feb 1, 2020
A growing body of evidence now suggests that precision psychiatry, an interdisciplinary field of psychiatry, precision medicine, and pharmacogenomics, serves as an indispensable foundation of medical practices by offering the accurate medication with...
'AI gone mental': engagement and ethics in data-driven technology for mental health.
Journal of mental health (Abingdon, England)
Jan 30, 2020
Identifying epilepsy psychiatric comorbidities with machine learning.
Acta neurologica Scandinavica
Jan 22, 2020
OBJECTIVE: People with epilepsy are at increased risk for mental health comorbidities. Machine-learning methods based on spoken language can detect suicidality in adults. This study's purpose was to use spoken words to create machine-learning classif...
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