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Application of Deep Interpolation Network for Clustering of Physiologic Time Series., , , , , , , , , and . CoRR, (2020)Predicting risk of delirium from ambient noise and light information in the ICU., , , , , , , , , and 1 other author(s). CoRR, (2023)A multi-cohort study on prediction of acute brain dysfunction states using selective state space models., , , , , , , , , and 1 other author(s). CoRR, (2024)Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records., , , , , , , , , and 3 other author(s). CoRR, (2024)Clinical Courses of Acute Kidney Injury in Hospitalized Patients: A Multistate Analysis., , , , , , and . CoRR, (2023)Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data., , , , , , , , , and 1 other author(s). BIBM, page 2207-2212. IEEE, (2023)APRICOT: Acuity Prediction in Intensive Care Unit (ICU): Predicting Stability, Transitions, and Life-Sustaining Therapies., , , , , , , , , and . CoRR, (2023)Transformer Models for Acute Brain Dysfunction Prediction., , , , , , , and . CoRR, (2023)AI-Enhanced Intensive Care Unit: Revolutionizing Patient Care with Pervasive Sensing., , , , , , and . CoRR, (2023)Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks., , , , , , , , and . Frontiers Digit. Health, (2022)