Mitigating bias in AI at the point of care

M DeCamp, C Lindvall - Science, 2023 - science.org
Artificial intelligence (AI) shows promise for improving basic and translational science,
medicine, and public health, but its success is not guaranteed. Numerous examples have …

The automation of bias in medical Artificial Intelligence (AI): Decoding the past to create a better future

I Straw - Artificial intelligence in medicine, 2020 - Elsevier
Medicine is at a disciplinary crossroads. With the rapid integration of Artificial Intelligence
(AI) into the healthcare field the future care of our patients will depend on the decisions we …

[HTML][HTML] Ensuring that biomedical AI benefits diverse populations

J Zou, L Schiebinger - EBioMedicine, 2021 - thelancet.com
Artificial Intelligence (AI) can potentially impact many aspects of human health, from basic
research discovery to individual health assessment. It is critical that these advances in …

[PDF][PDF] Addressing bias in big data and AI for health care: A call for open science

N Norori, Q Hu, FM Aellen, FD Faraci, A Tzovara - Patterns, 2021 - cell.com
Artificial intelligence (AI) has an astonishing potential in assisting clinical decision making
and revolutionizing the field of health care. A major open challenge that AI will need to …

AI in health and medicine

P Rajpurkar, E Chen, O Banerjee, EJ Topol - Nature medicine, 2022 - nature.com
Artificial intelligence (AI) is poised to broadly reshape medicine, potentially improving the
experiences of both clinicians and patients. We discuss key findings from a 2-year weekly …

[HTML][HTML] Key considerations for the use of artificial intelligence in healthcare and clinical research

CA Lovejoy, A Arora, V Buch, I Dayan - Future Healthcare Journal, 2022 - ncbi.nlm.nih.gov
Interest in artificial intelligence (AI) has grown exponentially in recent years, attracting
sensational headlines and speculation. While there is considerable potential for AI to …

Artificial Intelligence and Bias: A scoping review

B Kundi, C El Morr, R Gorman, E Dua - AI and Society, 2023 - api.taylorfrancis.com
AI bias has been reported in many areas, including business (Manyika, 2019; Manyika et al.,
2019), social media (Nouri, 2021), the economy (Omowole, 2021), politics (Kumawat, 2020) …

[HTML][HTML] Bias in artificial intelligence algorithms and recommendations for mitigation

LH Nazer, R Zatarah, S Waldrip, JXC Ke… - PLOS digital …, 2023 - journals.plos.org
The adoption of artificial intelligence (AI) algorithms is rapidly increasing in healthcare. Such
algorithms may be shaped by various factors such as social determinants of health that can …

[PDF][PDF] The Ten Commandments of Ethical Medical AI.

H Müller, MT Mayrhofer, EB Van Veen, A Holzinger - Computer, 2021 - academia.edu
ARTIFICIAL INTELLIGENCE/MACHINE LEARNING achieving human-level competence at
solving tasks across many domains in medicine. AI solutions based on deep learning have …

Tackling bias in AI health datasets through the STANDING Together initiative

S Ganapathi, J Palmer, JE Alderman, M Calvert… - Nature Medicine, 2022 - nature.com
To the Editor—As of June 2022, a wide range of Artificial Intelligence (AI) as a Medical
Device (AIaMDs) have received regulatory clearance internationally, with at least 343 …