Algorithmic fairness in artificial intelligence for medicine and healthcare

RJ Chen, JJ Wang, DFK Williamson, TY Chen… - Nature biomedical …, 2023 - nature.com
In healthcare, the development and deployment of insufficiently fair systems of artificial
intelligence (AI) can undermine the delivery of equitable care. Assessments of AI models …

A roadmap to increase diversity in genomic studies

S Fatumo, T Chikowore, A Choudhury, M Ayub… - Nature medicine, 2022 - nature.com
Two decades ago, the sequence of the first human genome was published. Since then,
advances in genome technologies have resulted in whole-genome sequencing and …

Rights, interests and expectations: Indigenous perspectives on unrestricted access to genomic data

M Hudson, NA Garrison, R Sterling, NR Caron… - Nature Reviews …, 2020 - nature.com
Addressing Indigenous rights and interests in genetic resources has become increasingly
challenging in an open science environment that promotes unrestricted access to genomic …

African genetic diversity and adaptation inform a precision medicine agenda

L Pereira, L Mutesa, P Tindana, M Ramsay - Nature Reviews Genetics, 2021 - nature.com
The deep evolutionary history of African populations, since the emergence of modern
humans more than 300,000 years ago, has resulted in high genetic diversity and …

Structural racism in the COVID-19 pandemic: Moving forward

M Sabatello, M Jackson Scroggins, G Goto… - The American Journal …, 2021 - Taylor & Francis
The COVID-19 pandemic has taken a substantial human, social and economic toll globally,
but its impact on Black/African Americans, Latinx, and American Indian/Alaska Native …

Algorithm fairness in ai for medicine and healthcare

RJ Chen, TY Chen, J Lipkova, JJ Wang… - arXiv preprint arXiv …, 2021 - arxiv.org
In the current development and deployment of many artificial intelligence (AI) systems in
healthcare, algorithm fairness is a challenging problem in delivering equitable care. Recent …

Racial and ethnic disparities in a real-world precision oncology data registry

ATM Cheung, EL Palapattu, IR Pompa… - npj Precision …, 2023 - nature.com
Biorepositories enable precision oncology research by sharing clinically annotated genomic
data, but it remains unknown whether these data registries reflect the true distribution of …

Demonstrating trustworthiness when collecting and sharing genomic data: public views across 22 countries

R Milne, KI Morley, MA Almarri, S Anwer, J Atutornu… - Genome medicine, 2021 - Springer
Background Public trust is central to the collection of genomic and health data and the
sustainability of genomic research. To merit trust, those involved in collecting and sharing …

Moving from evidence to implementation of breakthrough therapies for diabetic kidney disease

KR Tuttle, L Wong, WS Peter, G Roberts… - Clinical Journal of the …, 2022 - journals.lww.com
Diabetic kidney disease is the most frequent cause of kidney failure, accounting for half of all
cases worldwide. Moreover, deaths from diabetic kidney disease increased 106% between …

Precision medicine and the problem of structural injustice

S Green, B Prainsack, M Sabatello - Medicine, Health Care and …, 2023 - Springer
Many countries currently invest in technologies and data infrastructures to foster precision
medicine (PM), which is hoped to better tailor disease treatment and prevention to individual …