crossrefMachine Learning and Knowledge Extraction2025-04-17Cited by 1
Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes
Ying Yin, Yijun Shao, Phillip Ma, Qing Zeng-Treitler, Stuart J. Nelson
We used machine learning (ML) to characterize 894,154 medical records of outpatient visits from the Veterans Administration Central Data Warehouse (VA CDW) by the likelihood of assignment of 200 International Classification of Diseases (ICD) code blocks. Using four different pred…