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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 …
[HTML][HTML] US national trends in pediatric deaths from prescription and illicit opioids, 1999-2016
Importance It is not yet known how many children and adolescents die each year from opioid
poisonings and how mortality rates have changed over time. Objective To examine national …
poisonings and how mortality rates have changed over time. Objective To examine national …
Higher US rural mortality rates linked to socioeconomic status, physician shortages, and lack of health insurance
G Gong, SG Phillips, C Hudson, D Curti, BU Philips - Health Affairs, 2019 - healthaffairs.org
All-cause mortality rates in rural areas have exceeded those in urban areas of the US since
the 1980s, and the gap continues to widen. Yet no definitive causes of this difference are …
the 1980s, and the gap continues to widen. Yet no definitive causes of this difference are …
Seminar: scalable preprocessing tools for exposomic data analysis
SK Grady, L Dojcsak, EW Harville… - Environmental …, 2023 - ehp.niehs.nih.gov
Background: The exposome serves as a popular framework in which to study exposures
from chemical and nonchemical stressors across the life course and the differing roles that …
from chemical and nonchemical stressors across the life course and the differing roles that …
Population projections for US counties by age, sex, and race controlled to shared socioeconomic pathway
ME Hauer - Scientific data, 2019 - nature.com
Small area and subnational population projections are important for understanding long-
term demographic changes. I provide county-level population projections by age, sex, and …
term demographic changes. I provide county-level population projections by age, sex, and …
Racial residential segregation, socioeconomic disparities, and the White-Black survival gap
Objective To evaluate the association between racial residential segregation, a prominent
manifestation of systemic racism, and the White-Black survival gap in a contemporary cohort …
manifestation of systemic racism, and the White-Black survival gap in a contemporary cohort …
Opioid-related overdose mortality in the era of fentanyl: monitoring a shifting epidemic by person, place, and time
Background With the emergence of illicit fentanyl, fentanyl-involved overdose rates
increased from 2013 to 2017 in the United States (US). We describe US trends in opioid …
increased from 2013 to 2017 in the United States (US). We describe US trends in opioid …
County-level trends in suicide rates in the US, 2005–2015
Introduction Understanding the geographic patterns of suicide can help inform targeted
prevention efforts. Although state-level variation in age-adjusted suicide rates has been well …
prevention efforts. Although state-level variation in age-adjusted suicide rates has been well …
State-level sexism and women's health care access in the United States: differences by race/ethnicity, 2014–2019
Objectives. To quantify racial/ethnic differences in the relationship between state-level
sexism and barriers to health care access among non-Hispanic White, non-Hispanic Black …
sexism and barriers to health care access among non-Hispanic White, non-Hispanic Black …
Firearm deaths in America: can we learn from 462,000 lives lost?
Objective: We sought to determine whether state firearm legislation correlated with firearm-
related fatality rates (FFR) during a 15-year period. Background: The politicized and …
related fatality rates (FFR) during a 15-year period. Background: The politicized and …