Guiding principles to address the impact of algorithm bias on racial and ethnic disparities in health and health care

MH Chin, N Afsar-Manesh, AS Bierman… - JAMA Network …, 2023 - jamanetwork.com
Importance Health care algorithms are used for diagnosis, treatment, prognosis, risk
stratification, and allocation of resources. Bias in the development and use of algorithms can …

Awareness of racial and ethnic bias and potential solutions to address bias with use of health care algorithms

A Jain, JR Brooks, CC Alford, CS Chang… - JAMA Health …, 2023 - jamanetwork.com
Importance Algorithms are commonly incorporated into health care decision tools used by
health systems and payers and thus affect quality of care, access, and health outcomes …

Mitigating Racial And Ethnic Bias And Advancing Health Equity In Clinical Algorithms: A Scoping Review: Scoping review examines racial and ethnic bias in clinical …

MP Cary Jr, A Zink, S Wei, A Olson, M Yan, R Senior… - Health …, 2023 - healthaffairs.org
In August 2022 the Department of Health and Human Services (HHS) issued a notice of
proposed rulemaking prohibiting covered entities, which include health care providers and …

The impact of health care algorithms on racial and ethnic disparities: a systematic review

SM Siddique, K Tipton, B Leas, C Jepson… - Annals of Internal …, 2024 - acpjournals.org
Background: There is increasing concern for the potential impact of health care algorithms
on racial and ethnic disparities. Purpose: To examine the evidence on how health care …

Predicting Race And Ethnicity To Ensure Equitable Algorithms For Health Care Decision Making: Commentary examines the need for accurate race and ethnicity data …

I Cabreros, D Agniel, SC Martino, CL Damberg… - Health …, 2022 - healthaffairs.org
Algorithms are currently used to assist in a wide array of health care decisions. Despite the
general utility of these health care algorithms, there is growing recognition that they may …

Addressing algorithmic bias and the perpetuation of health inequities: An AI bias aware framework

R Agarwal, M Bjarnadottir, L Rhue, M Dugas… - Health Policy and …, 2023 - Elsevier
The emergence and increasing use of artificial intelligence and machine learning (AI/ML) in
healthcare practice and delivery is being greeted with both optimism and caution. We focus …

Millions affected by racial bias in health-care algorithm

H Ledford - Nature, 2019 - nature.com
An algorithm widely used in US hospi-tals to allocate health care to patients has been
systematically discriminating against black people, a sweeping analysis has found. The …

Diagnosing bias in data-driven algorithms for healthcare

J Wiens, WN Price, MW Sjoding - Nature medicine, 2020 - nature.com
Diagnosing bias in data-driven algorithms for healthcare | Nature Medicine Skip to main
content Thank you for visiting nature.com. You are using a browser version with limited support …

Algorithmovigilance—advancing methods to analyze and monitor artificial intelligence–driven health care for effectiveness and equity

PJ Embi - JAMA network open, 2021 - jamanetwork.com
In recent years, there has been rapid growth and expansion in the use of machine learning
and other artificial intelligence approaches applied to increasingly rich and accessible …

[HTML][HTML] Precision medicine and health disparities: advancing the science of individualizing patient care

I Dankwa-Mullan, J Bull, F Sy - American journal of public health, 2015 - ncbi.nlm.nih.gov
This special supplement is the product of collaboration between the National Institute on
Minority Health and Health Disparities (NIMHD) and the Food and Drug Administration …