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09/15/2022
Clinical Utility Gains from Incorporating Comorbidity and Geographic Location Information into Risk Estimation Equations for Atherosclerotic Cardiovascular Disease
Objective: There are several efforts to re-learn the 2013 ACC/AHA pooled...
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02/03/2022
Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare
A growing body of work uses the paradigm of algorithmic fairness to fram...
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08/27/2021
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations
Predictive models for clinical outcomes that are accurate on average in ...
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07/20/2020
An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction
The use of machine learning to guide clinical decision making has the po...
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05/02/2020