2 papers
cs.LG2025
On Using Large Language Models to Enhance Clinically-Driven Missing Data Recovery Algorithms in Electronic Health Records
Sarah C. Lotspeich, Abbey Collins, Brian J. Wells +3
Objective: Electronic health records (EHR) data are prone to missingness and errors. Previously, we devised an "enriched" chart review protocol where a "roadmap" of auxiliary diagn…
stat.ME2025
Overcoming data challenges through enriched validation and targeted sampling to measure whole-person health in electronic health records
Sarah C. Lotspeich, Sheetal Kedar, Rabeya Tahir +7
The allostatic load index (ALI) is a 10-component measure of whole-person health. Data from electronic health records (EHR) present a huge opportunity to operationalize the ALI in…