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RespWatch: Robust Measurement of Respiratory Rate on Smartwatches with Photoplethysmography., , , and . IoTDI, page 208-220. ACM, (2021)A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues., , , , , , , and . Trans. Mach. Learn. Res., (2023)Perioperative Predictions with Interpretable Latent Representation., , , , , , , and . KDD, page 4268-4278. ACM, (2022)Self-explaining Hierarchical Model for Intraoperative Time Series., , , , , , and . ICDM, page 1041-1046. IEEE, (2022)Hierarchical Attention Propagation for Healthcare Representation Learning., , , and . KDD, page 249-256. ACM, (2020)Postoperative Mortality Prediction with and Without the Use of Intraoperative Features., , , , , and . AMIA, AMIA, (2020)A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room., , , , and . AMIA, AMIA, (2019)Protocol for the Effectiveness of an Anesthesiology Control Tower System in Improving Perioperative Quality Metrics and Clinical Outcomes: the TECTONICS randomized, pragmatic trial., , , , , , , , , and 7 other author(s). F1000Research, (2019)(Un)fairness in Post-operative Complication Prediction Models., , , , , and . CoRR, (2020)Deep Learning to Jointly Schema Match, Impute, and Transform Databases., , , , , and . CoRR, (2022)