AIMC Topic: Health Equity

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Ethical limitations of algorithmic fairness solutions in health care machine learning.

The Lancet. Digital health May 1, 2020
Delivery of Health Care Female Machine Learning Algorithms Health Equity Models, Biological Male Social Justice Humans
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AI in health care: Improving outcomes or threatening equity?

CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne Jan 6, 2020
Artificial Intelligence Algorithms Humans Canada Female Health Equity Male Racism Delivery of Health Care
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Identifying vulnerable older adult populations by contextualizing geriatric syndrome information in clinical notes of electronic health records.

Journal of the American Medical Informatics Association : JAMIA Aug 1, 2019
OBJECTIVE: Geriatric syndromes such as functional disability and lack of social support are often not encoded in electronic health records (EHRs), thus obscuring the identification of vulnerable older adults in need of additional medical and social s...
Accidental Falls Humans Mobility Limitation Frail Elderly Neural Networks, Computer International Classification of Diseases Aged Electronic Health Records Models, Statistical Social Support Health Equity Urinary Incontinence Natural Language Processing
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The Role of the ACR Data Science Institute in Advancing Health Equity in Radiology.

Journal of the American College of Radiology : JACR Apr 1, 2019
Commercially available artificial intelligence (AI) algorithms outside of health care have been shown to be susceptible to ethnic, gender, and social bias, which has important implications in the development of AI algorithms in health care and the ra...
Healthcare Disparities Male Program Evaluation Outcome Assessment, Health Care Artificial Intelligence United States Data Science Program Development Radiology Female Health Equity Humans
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AI, Machine Learning, and Ethics in Health Care.

The Journal of legal medicine Jan 1, 2019
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Informed Consent Congresses as Topic Confidentiality Legislation as Topic Health Equity Social Responsibility Personal Autonomy Beneficence Data Science Social Justice Bioethics Neural Networks, Computer Artificial Intelligence Machine Learning
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