Ethical machine learning in healthcare

IY Chen, E Pierson, S Rose, S Joshi… - Annual review of …, 2021 - annualreviews.org
The use of machine learning (ML) in healthcare raises numerous ethical concerns,
especially as models can amplify existing health inequities. Here, we outline ethical …

Social determinants of pregnancy-related mortality and morbidity in the United States: a systematic review

E Wang, KB Glazer, EA Howell… - Obstetrics & …, 2020 - journals.lww.com
OBJECTIVE: To synthesize the literature on associations between social determinants of
health and pregnancy-related mortality and morbidity in the United States and to highlight …

[HTML][HTML] Hypertensive disorders in pregnancy and mortality at delivery hospitalization—United States, 2017–2019

ND Ford - MMWR. Morbidity and mortality weekly report, 2022 - cdc.gov
During 2017–2019, HDP prevalence among delivery hospitalizations increased from 13.3%
to 15.9%. The highest prevalence was among women aged 35–44 (18.0%) and 45–55 …

Reducing disparities in severe maternal morbidity and mortality

EA Howell - Clinical obstetrics and gynecology, 2018 - journals.lww.com
Significant racial and ethnic disparities in maternal morbidity and mortality exist in the United
States. Black women are 3 to 4 times more likely to die a pregnancy-related death as …

[HTML][HTML] Examining racism in health services research: a disciplinary self‐critique

RR Hardeman - Health services research, 2020 - ncbi.nlm.nih.gov
Racial disparities in health have existed in the United States for centuries. 1 In 1899, WEB
Du Bois noted the prevalence of poor health among black people, describing it as an …

Racial and ethnic disparities in severe maternal morbidity prevalence and trends

SA Leonard, EK Main, KA Scott, J Profit… - Annals of …, 2019 - Elsevier
Purpose Racial/ethnic disparities in severe maternal morbidity (SMM) are substantial, but
little is known about whether these disparities are changing over time or the role of maternal …

Racial and ethnic disparities in the incidence of severe maternal morbidity in the United States, 2012–2015

LK Admon, TNA Winkelman, K Zivin… - Obstetrics & …, 2018 - journals.lww.com
OBJECTIVE: To describe racial and ethnic disparities in the incidence of severe maternal
morbidity during delivery hospitalizations in the United States. METHODS: We conducted a …

Birth settings in America: Outcomes, quality, access, and choice

EP Backes, SC Scrimshaw - 2020 - books.google.com
The delivery of high quality and equitable care for both mothers and newborns is complex
and requires efforts across many sectors. The United States spends more on childbirth than …

Patient and provider perspectives of a new prenatal care model introduced in response to the coronavirus disease 2019 pandemic

AF Peahl, A Powell, H Berlin, RD Smith, E Krans… - American Journal of …, 2021 - Elsevier
Background Randomized controlled trials document the safety and efficacy of reduced
frequency prenatal visit schedules and virtual visits, but real-world data are lacking. Our …

Keeping ourselves sane: A qualitative exploration of Black women's coping strategies for gendered racism

K Spates, NTM Evans, BC Watts, N Abubakar, T James - Sex Roles, 2020 - Springer
Black women in the United States have historically overcome extreme hardships and
continue to do so. They have survived unthinkable bouts of trauma due to their subordinate …