AIMC Topic: Bias

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Empirical assessment of bias in machine learning diagnostic test accuracy studies.

Journal of the American Medical Informatics Association : JAMIA Jul 1, 2020
OBJECTIVE: Machine learning (ML) diagnostic tools have significant potential to improve health care. However, methodological pitfalls may affect diagnostic test accuracy studies used to appraise such tools. We aimed to evaluate the prevalence and rep...
Humans Machine Learning Systematic Reviews as Topic Publications Diagnostic Techniques and Procedures Sensitivity and Specificity Biomedical Research Bias
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The embedded biases in hypothesis testing and machine learning.

Neurosurgical focus May 1, 2020
Evidence-Based Practice Humans Machine Learning Bias
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Artificial Intelligence in Health Care: A Report From the National Academy of Medicine.

JAMA Feb 11, 2020
Artificial Intelligence Humans United States Delivery of Health Care Bias Trust National Academies of Science, Engineering, and Medicine, U.S., Health and Medicine Division
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The battle for ethical AI at the world's biggest machine-learning conference.

Nature Jan 1, 2020
Humans Machine Learning Social Change Prejudice Bias Biometric Identification Congresses as Topic
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Addressing Bias in Artificial Intelligence in Health Care.

JAMA Dec 24, 2019
Humans Artificial Intelligence Bias Algorithms Delivery of Health Care Decision Support Systems, Clinical
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The scientific events that shaped the decade.

Nature Dec 1, 2019
Microbiota Climate Change Humans Gene Editing Artificial Intelligence Genomics Environmental Policy Bias Female Conservation of Energy Resources Social Change CRISPR-Cas Systems Gravitation Infant, Newborn Physics Big Data
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Rise of Robot Radiologists.

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

Nature Dec 1, 2019
Biomedical Research Artificial Intelligence Bias Medicine Research Personnel Humans Education, Medical Education, Graduate Leadership
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Artificial intelligence and algorithmic bias: implications for health systems.

Journal of global health Dec 1, 2019
Bias Artificial Intelligence Algorithms Delivery of Health Care Humans
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Reporting on deep learning algorithms in health care.

The Lancet. Digital health Nov 1, 2019
Bias Humans Delivery of Health Care Algorithms Deep Learning Models, Statistical
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