[HTML][HTML] Sources of bias in artificial intelligence that perpetuate healthcare disparities—A global review

LA Celi, J Cellini, ML Charpignon, EC Dee… - PLOS Digital …, 2022 - journals.plos.org
… an exaggerated state of healthcare inequity [15–23]. … healthcare (eg, readily available
electronic health information and computer power) may be widening existing healthcare disparities

Addressing bias in artificial intelligence in health care

RB Parikh, S Teeple, AS Navathe - Jama, 2019 - jamanetwork.com
health care may help identify interventions that could help correct biased clinician
decision-making and possibly reduce health disparitiesArtificial intelligence and machine learning

Potential applications of artificial intelligence and machine learning on diagnosis, treatment, and outcome prediction to address health care disparities of chronic limb …

AB Bagheri, MD Rouzi, NA Koohbanani… - Seminars in Vascular …, 2023 - Elsevier
health care disparities among patients. In this article, we reviewed how artificial intelligence
(AI) and machine learning (ML… outcome prediction, and identify disparities in the treatment of …

Unexpected inequality: disparate-impact from artificial intelligence in healthcare decisions

S Takshi - JL & Health, 2020 - HeinOnline
disparities that have become engrained in US health systems. As the healthcare industry
adopts artificial intelligence … , it is vital that regulators address healthcare discrimination. AI tools …

[HTML][HTML] Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare

D Cirillo, S Catuara-Solarz, C Morey, E Guney… - NPJ digital …, 2020 - nature.com
… To acquire such understanding there is a need for the implementation of different types of
technologies based on artificial intelligence (AI) that enable the identification of biomedically …

[HTML][HTML] Can AI help reduce disparities in general medical and mental health care?

IY Chen, P Szolovits… - AMA journal of …, 2019 - journalofethics.ama-assn.org
… a framework for assessing and identifying disparate impacts of artificial intelligence in health
care. Bias in Machine Learning Models While health care is an inherently data-driven field, …

Reducing bias in healthcare artificial intelligence

MD Byrne - Journal of PeriAnesthesia Nursing, 2021 - jopan.org
disparities in healthcareArtificial Intelligence both within and outside healthcare is now
far more sophisticated and widespread. The progressive utilization of AI systems in healthcare

Algorithmic fairness in artificial intelligence for medicine and healthcare

RJ Chen, JJ Wang, DFK Williamson, TY Chen… - Nature biomedical …, 2023 - nature.com
… fairness in machine learning through the lens of healthcare, … workflows and the resulting
healthcare disparities. We also … overview of healthcare disparities, fair machine learning and …

[HTML][HTML] Artificial intelligence and health inequities in primary care: a systematic scoping review and framework

A d'Elia, M Gabbay, S Rodgers, C Kierans… - Family Medicine and …, 2022 - ncbi.nlm.nih.gov
… Criteria 1: Discussing artificial intelligence interventions in healthcare with an explicit focus
on equity, either in or applicable to primary care (objective 1), AI in primary care provision (…

[HTML][HTML] Advancing health equity with artificial intelligence

NM Thomasian, C Eickhoff, EY Adashi - Journal of public health policy, 2021 - Springer
… using a formula based on lost healthcare facility revenue, a … applications of artificial intelligence
in healthcare become a … : how can we account for racial disparities in care access and …