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Probabilistic Patient Monitoring with Multivariate, Multimodal Extreme Value Theory.

, , and . BIOSTEC (Selected Papers), volume 127 of Communications in Computer and Information Science, page 199-211. Springer, (2010)

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Application of an Intuitive Novelty Metric for Jet Engine Condition Monitoring., , and . IEA/AIE, volume 4031 of Lecture Notes in Computer Science, page 1149-1158. Springer, (2006)PlethAugment: GAN-Based PPG Augmentation for Medical Diagnosis in Low-Resource Settings., , , , , , and . IEEE J. Biomed. Health Informatics, 24 (11): 3226-3235 (2020)Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location., , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 2848-2857. PMLR, (2020)CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients., , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 5606-5615. PMLR, (2021)Robust estimation of respiratory rate via ECG- and PPG-derived respiratory quality indices., , , and . EMBC, page 676-679. IEEE, (2016)Likelihood-based artefact detection in continuously-acquired patient vital signs., , , , and . EMBC, page 2146-2149. IEEE, (2017)A Bayesian Patient-Based Model for Detecting Deterioration in Vital Signs Using Manual Observations., , and . FHIES, volume 8315 of Lecture Notes in Computer Science, page 146-158. Springer, (2013)Novelty Detection for Identifying Deterioration in Emergency Department Patients., , , , , , and . IDEAL, volume 6936 of Lecture Notes in Computer Science, page 220-227. Springer, (2011)Introduction., and . Int. J. Neural Syst., (2012)A review of novelty detection., , , and . Signal Process., (2014)