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Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?, , , , , , and . npj Digit. Medicine, (2021)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)Combining Chart Review and Hospital System Dynamics for Electronic Health Record Phenotyping in an International COVID-19 Research Network., , , , , and . AMIA, AMIA, (2021)International electronic health record-derived post-acute sequelae profiles of COVID-19 patients., , , , , , , , , and 48 other author(s). npj Digit. Medicine, (2022)Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data., , , , , , , , , and 31 other author(s). J. Am. Medical Informatics Assoc., 28 (7): 1411-1420 (2021)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)SurvMaximin: Robust federated approach to transporting survival risk prediction models., , , , , , , , , and 48 other author(s). J. Biomed. Informatics, (2022)Deploying digital health tools within large, complex health systems: key considerations for adoption and implementation., , , , and . npj Digit. Medicine, (2022)