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Ethical machine learning in healthcare
The use of machine learning (ML) in healthcare raises numerous ethical concerns,
especially as models can amplify existing health inequities. Here, we outline ethical …
especially as models can amplify existing health inequities. Here, we outline ethical …
The quality of social determinants data in the electronic health record: a systematic review
Objective The aim of this study was to collect and synthesize evidence regarding data
quality problems encountered when working with variables related to social determinants of …
quality problems encountered when working with variables related to social determinants of …
Examination of stigmatizing language in the electronic health record
Importance Stigmatizing language in the electronic health record (EHR) may alter treatment
plans, transmit biases between clinicians, and alienate patients. However, neither the …
plans, transmit biases between clinicians, and alienate patients. However, neither the …
Toward a fine-scale population health monitoring system
Understanding population health disparities is an essential component of equitable
precision health efforts. Epidemiology research often relies on definitions of race and …
precision health efforts. Epidemiology research often relies on definitions of race and …
All quality improvement is health equity work: designing improvement to reduce disparities
Quality improvement (QI) can be a critical means by which to achieve equity in health and
health care. QI efforts, however, often fail to be designed and implemented through the lens …
health care. QI efforts, however, often fail to be designed and implemented through the lens …
[HTML][HTML] Racial and ethnic disparities in cervical cancer screening from three US healthcare settings
Introduction This study sought to characterize racial and ethnic disparities in cervical cancer
screening and follow-up of abnormal findings across 3 US healthcare settings. Methods …
screening and follow-up of abnormal findings across 3 US healthcare settings. Methods …
Racial and ethnic disparities in emergency department restraint use: a multicenter retrospective analysis
JA Carreras Tartak, N Brisbon, S Wilkie… - Academic …, 2021 - Wiley Online Library
Background Research regarding disparities in physical restraint use in the emergency
department (ED) is limited. We evaluated the role of race, ethnicity, and preferred language …
department (ED) is limited. We evaluated the role of race, ethnicity, and preferred language …
The Hispanic/Latinx perinatal paradox in the United States: a sco** review and recommendations to guide future research
For decades, epidemiologists have documented a health advantage among Hispanic/Latinx
individuals who live in the United States, despite their significant socioeconomic barriers …
individuals who live in the United States, despite their significant socioeconomic barriers …
Required sexual orientation and gender identity reporting by US health centers: first-year data
C Grasso, H Goldhammer, D Funk… - … Journal of Public …, 2019 - ajph.aphapublications.org
Objectives. To assess the performance of US health centers during the first year of required
sexual orientation and gender identity (SOGI) data reporting and to estimate the baseline …
sexual orientation and gender identity (SOGI) data reporting and to estimate the baseline …
Using rising tides to lift all boats: equity-focused quality improvement as a tool to reduce neonatal health disparities
V Reichman, SS Brachio, CR Madu… - Seminars in Fetal and …, 2021 - Elsevier
Evidence of health disparities affecting newborns abounds. Although quality improvement
(QI) methodology is often suggested as a tool to advance health equity, the impact of QI …
(QI) methodology is often suggested as a tool to advance health equity, the impact of QI …