AIMC Topic: Healthcare Disparities

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Rise of Robot Radiologists.

Nature Dec 1, 2019
Humans Diabetic Retinopathy Female Sensitivity and Specificity Diagnostic Errors Tomography, X-Ray Computed Clinical Decision-Making Retina Tuberculosis United States Food and Drug Administration Radiologists Healthcare Disparities Uncertainty Mammography Confounding Factors, Epidemiologic Triage Cell Phone Radiology Datasets as Topic Bias Practice Guidelines as Topic Robotics Diagnosis, Computer-Assisted Deep Learning Breast Neoplasms United States Cardiovascular Diseases
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A fairer way forward for AI in health care.

Nature Sep 1, 2019
Chicago Hospitals Healthcare Disparities Humans Algorithms Delivery of Health Care Artificial Intelligence
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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...
Program Development Artificial Intelligence Healthcare Disparities Female Outcome Assessment, Health Care Program Evaluation Data Science Health Equity United States Radiology Male Humans
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Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data.

JAMA internal medicine Nov 1, 2018
A promise of machine learning in health care is the avoidance of biases in diagnosis and treatment; a computer algorithm could objectively synthesize and interpret the data in the medical record. Integration of machine learning with clinical decision...
Machine Learning Algorithms Socioeconomic Factors Healthcare Disparities Electronic Health Records Humans
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Machine Learning and Health Care Disparities in Dermatology.

JAMA dermatology Nov 1, 2018
Healthcare Disparities Dermatology Humans Machine Learning
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Implementing Machine Learning in Health Care - Addressing Ethical Challenges.

The New England journal of medicine Mar 15, 2018
Humans Codes of Ethics Delivery of Health Care Racism Physician-Patient Relations Ethics, Medical Healthcare Disparities Machine Learning Decision Making, Computer-Assisted Algorithms
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Robotics: Ethics of artificial intelligence.

Nature May 28, 2015
Symbiosis Robotics Weapons Communication Risk Management Public Opinion Decision Support Systems, Clinical Humans Pattern Recognition, Automated Diagnosis Healthcare Disparities Artificial Intelligence Research Personnel
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