3 papers
cs.LG2023★ 1 cited
A roadmap to fair and trustworthy prediction model validation in healthcare
Yilin Ning, Victor Volovici, Marcus Eng Hock Ong +2
A prediction model is most useful if it generalizes beyond the development data with external validations, but to what extent should it generalize remains unclear. In practice, pre…
cs.CL2023
Using natural language processing and structured medical data to phenotype patients hospitalized due to COVID-19
Feier Chang, Jay Krishnan, Jillian H Hurst +4
To identify patients who are hospitalized because of COVID-19 as opposed to those who were admitted for other indications, we compared the performance of different computable pheno…
stat.AP2014
Detecting clinically meaningful biomarkers with repeated measurements in an Electronic Health Record
Benjamin A Goldstein, Themistocles Assimes, Wolfgang C. Winkelmayer +1
Electronic health record (EHR) data are becoming an increasingly common data source for understanding clinical risk of acute events. While their longitudinal nature presents opport…