Research graph
References from The importance of clinical context in evaluating algorithmic fairness: insights from a medication adherence prediction algorithm. Local targets link to admitted publications; unresolved targets remain external evidence.
The impact of health care algorithms on racial and ethnic disparities: a systematic review
10.7326/m23-2960 · 2024 · External reference
Dissecting racial bias in an algorithm used to manage the health of populations
10.1126/science.aax2342 · 2019 · External reference
Brief report: risk prediction model versus united states preventive services task force 2020 draft lung cancer screening eligibility criteria-reducing race disparities
10.1016/j.jtocrr.2020.100137 · 2021 · External reference
Unresolved reference
2025 · External reference
Guiding principles to address the impact of algorithm bias on racial and ethnic disparities in health and health care
10.1001/jamanetworkopen.2023.45050 · 2023 · External reference
A scoping review of reporting gaps in FDA-approved AI medical devices
10.1038/s41746-024-01270-x · 2024 · External reference
What’s impossible about algorithmic fairness?
10.1007/s13347-024-00814-z · 2024 · External reference
The statistical fairness field guide: perspectives from social and formal sciences
10.1007/s43681-022-00183-3 · 2023 · External reference
Machine learning based prediction of medication adherence in heart failure using large electronic health record cohort with linkages to pharmacy-fill and neighborhood-level data
10.1093/jamia/ocaf162 · 2025 · External reference
Racial and ethnic disparities in heart failure: current state and future directions
10.1097/hco.0000000000000855 · 2021 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2023 · External reference
Approach to estimating adherence to heart failure medications using linked electronic health record and pharmacy data
10.1007/s11606-024-09216-5 · 2025 · External reference
Sacubitril/valsartan adherence and postdischarge outcomes among patients hospitalized for heart failure with reduced ejection fraction
10.1016/j.jchf.2021.06.018 · 2021 · External reference
Racial disparities in medication adherence and the patient-provider relationship: does racial/ethnic concordance matter?
10.1111/1475-6773.70040 · 2026 · External reference
Unresolved reference
2008 · External reference
Does race influence decision making for advanced heart failure therapies?
10.1161/jaha.119.013592 · 2019 · External reference
Association of gender and race with allocation of advanced heart failure therapies
10.1001/jamanetworkopen.2020.11044 · 2020 · External reference
Unresolved reference
2024 · External reference
Utilizing artificial intelligence to enhance health equity among patients with heart failure
10.1016/j.hfc.2021.11.001 · 2022 · External reference
Development and preliminary testing of Health Equity Across the AI Lifecycle (HEAAL): a framework for healthcare delivery organizations to mitigate the risk of AI solutions worsening health inequities
10.1371/journal.pdig.0000390 · 2024 · External reference
A practical framework for appropriate implementation and review of artificial intelligence (FAIR-AI) in healthcare
10.1038/s41746-025-01900-y · 2025 · External reference
