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Dynamic Neural Graphs Based Federated Reptile for Semi-Supervised Multi-Tasking in Healthcare Applications.

, , and . IEEE J. Biomed. Health Informatics, 26 (4): 1761-1772 (2022)

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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)Performance of Early Warning Scoring Systems to Detect Patient Deterioration in the Emergency Department., , and . FHIES, volume 8315 of Lecture Notes in Computer Science, page 159-169. Springer, (2013)One-class classification of point patterns of extremes., , and . J. Mach. Learn. Res., (2016)Novelty Detection in Large-Vehicle Turbocharger Operation., , and . IEA/AIE, volume 4570 of Lecture Notes in Computer Science, page 591-600. Springer, (2007)Pinning the tail on the distribution: A multivariate extension to the generalised Pareto distribution., , and . MLSP, page 1-6. IEEE, (2011)Patient-Specific Physiological Monitoring and Prediction Using Structured Gaussian Processes., , , , , , and . IEEE Access, (2019)Bayesian Optimization of Personalized Models for Patient Vital-Sign Monitoring., , and . IEEE J. Biomed. Health Informatics, 22 (2): 301-310 (2018)Validation of Instantaneous Respiratory Rate Using Reflectance PPG from Different Body Positions., , , and . Sensors, 18 (11): 3705 (2018)ALPS: Active Learning via Perturbations., , and . CoRR, (2020)SoQal: Selective Oracle Questioning in Active Learning., , and . CoRR, (2020)