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PCPs: Patient Cardiac Prototypes to Probe AI-based Medical Diagnoses, Distill Datasets, and Retrieve Patients.

, , and . Trans. Mach. Learn. Res., (2023)

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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)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)Pinning the tail on the distribution: A multivariate extension to the generalised Pareto distribution., , and . MLSP, page 1-6. IEEE, (2011)Bayesian Optimization of Personalized Models for Patient Vital-Sign Monitoring., , and . IEEE J. Biomed. Health Informatics, 22 (2): 301-310 (2018)Patient-Specific Physiological Monitoring and Prediction Using Structured Gaussian Processes., , , , , , and . IEEE Access, (2019)Multimodal Learning With Transformers: A Survey., , and . IEEE Trans. Pattern Anal. Mach. Intell., 45 (10): 12113-12132 (October 2023)ALPS: Active Learning via Perturbations., , and . CoRR, (2020)Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints., , , , , , and . CoRR, (2022)