206 citations · 206 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Ensuring Reliability of Curated EHR-Derived Data: The Validation of Accuracy for LLM/ML-Extracted Information and Data (VALID) Framework
Melissa Estevez, Nisha Singh, Lauren Dyson +8
Large language models (LLMs) are increasingly used to extract clinical data from electronic health records (EHRs), offering significant improvements in scalability and efficiency f…
cs.CY2020★ 206 cited
Model-assisted cohort selection with bias analysis for generating large-scale cohorts from the EHR for oncology research
Benjamin Birnbaum, Nathan Nussbaum, Katharina Seidl-Rathkopf +7
Objective Electronic health records (EHRs) are a promising source of data for health outcomes research in oncology. A challenge in using EHR data is that selecting cohorts of patie…