AIMC Topic: Racism
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Association of Biomarker-Based Artificial Intelligence With Risk of Racial Bias in Retinal Images.
JAMA ophthalmology
Jun 1, 2023
IMPORTANCE: Although race is a social construct, it is associated with variations in skin and retinal pigmentation. Image-based medical artificial intelligence (AI) algorithms that use images of these organs have the potential to learn features assoc...
Mitigating Racial Bias in Machine Learning.
The Journal of law, medicine & ethics : a journal of the American Society of Law, Medicine & Ethics
Jan 1, 2022
When applied in the health sector, AI-based applications raise not only ethical but legal and safety concerns, where algorithms trained on data from majority populations can generate less accurate or reliable results for minorities and other disadvan...
The risk of racial bias while tracking influenza-related content on social media using machine learning.
Journal of the American Medical Informatics Association : JAMIA
Mar 18, 2021
OBJECTIVE: Machine learning is used to understand and track influenza-related content on social media. Because these systems are used at scale, they have the potential to adversely impact the people they are built to help. In this study, we explore t...
Prestigious AI meeting takes steps to improve ethics of research.
Nature
Jan 1, 2021
AI Surveillance during Pandemics: Ethical Implementation Imperatives.
The Hastings Center report
May 1, 2020
Artificial intelligence surveillance can be used to diagnose individual cases, track the spread of Covid-19, and help provide care. The use of AI for surveillance purposes (such as detecting new Covid-19 cases and gathering data from healthy and ill ...
Teaching yourself about structural racism will improve your machine learning.
Biostatistics (Oxford, England)
Apr 1, 2020
In this commentary, we put forth the following argument: Anyone conducting machine learning in a health-related domain should educate themselves about structural racism. We argue that structural racism is a critical body of knowledge needed for gener...
AI in health care: Improving outcomes or threatening equity?
CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne
Jan 6, 2020
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