AIMC Topic: Mental Health
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A case for the use of deep learning algorithms for individual and population level assessments of mental health disorders: Predicting depression among China's elderly.
Journal of affective disorders
Sep 24, 2024
BACKGROUND: With the continuous advancement of age in China, attention should be paid to the mental well-being of the elderly population. The present study uses a novel machine learning (ML) method on a large representative elderly database in China ...
Machine learning-enabled mental health risk prediction for youths with stressful life events: A modelling study.
Journal of affective disorders
Sep 19, 2024
BACKGROUND: Youths face significant mental health challenges exacerbated by stressful life events, particularly in the context of the COVID-19 pandemic. Immature coping strategies can worsen mental health outcomes.
Regulating AI in Mental Health: Ethics of Care Perspective.
JMIR mental health
Sep 19, 2024
This article contends that the responsible artificial intelligence (AI) approach-which is the dominant ethics approach ruling most regulatory and ethical guidance-falls short because it overlooks the impact of AI on human relationships. Focusing only...
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...
Identifying COVID-19 survivors living with post-traumatic stress disorder through machine learning on Twitter.
Scientific reports
Aug 14, 2024
The COVID-19 pandemic has disrupted people's lives and caused significant economic damage around the world, but its impact on people's mental health has not been paid due attention by the research community. According to anecdotal data, the pandemic ...
Global Research on Pandemics or Epidemics and Mental Health: A Natural Language Processing Study.
Journal of epidemiology and global health
Aug 8, 2024
BACKGROUND: The global research on pandemics or epidemics and mental health has been growing exponentially recently, which cannot be integrated through traditional systematic review. Our study aims to systematically synthesize the evidence using natu...
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