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Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network.

, , , , , , , , , , , and . J. Am. Medical Informatics Assoc., 31 (5): 1051-1061 (2024)

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FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records., , , , and . CoRR, (2024)Trajectory analysis for postoperative pain using electronic health records: A nonparametric method with robust linear regression and K-medians cluster analysis., , , , , , , , and . Health Informatics J., 26 (2): 1404-1418 (2020)Annotation of pain and anesthesia events for surgery-related processes and outcomes extraction., , , and . BioNLP, page 200-205. Association for Computational Linguistics, (2017)Impact of Electronic Health Records on Quality of Care: Evidence on Inpatient Mortality, Readmissions, and Complications., , , , and . AMIA, AMIA, (2015)Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010-2020., , , , , , , and . Frontiers Digit. Health, (2022)Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring., , , , , , , and . PLoS Comput. Biol., (2023)Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network., , , , , , , , , and 2 other author(s). J. Am. Medical Informatics Assoc., 31 (5): 1051-1061 (2024)