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Combining Chart Review and Hospital System Dynamics for Electronic Health Record Phenotyping in an International COVID-19 Research Network.

, , , , , and . AMIA, AMIA, (2021)

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Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?, , , , , , and . npj Digit. Medicine, (2021)An operational guide to translational clinical machine learning in academic medical centers., , , , and . npj Digit. Medicine, (2024)Clinical Relevance Score for Guided Trauma Injury Pattern Discovery with Weakly Supervised β-VAE., , , , and . CHIL, volume 209 of Proceedings of Machine Learning Research, page 314-339. PMLR, (2023)Leveraging External Data to Make Local Predictions of Post-Surgical Opioid Use: Investigating the Role of External Validation and Transfer Learning., , , , , and . AMIA, AMIA, (2022)International electronic health record-derived post-acute sequelae profiles of COVID-19 patients., , , , , , , , , and 48 other author(s). npj Digit. Medicine, (2022)Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery., , , , , , and . AMIA, AMIA, (2020)Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions., , , , , , and . AMIA, AMIA, (2022)Implications of mappings between ICD clinical diagnosis codes and Human Phenotype Ontology terms., , , , , , and . CoRR, (2024)Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization., , , , , , , , , and 12 other author(s). J. Biomed. Informatics, (2022)Characterization of Overlap in Observational Studies., , , , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 788-798. PMLR, (2020)