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Mythological Medical Machine Learning: Boosting the Performance of a Deep Learning Medical Data Classifier Using Realistic Physiological Models.

, , , , , and . CoRR, (2021)

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The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification., , , , , , , , , and 5 other author(s). CoRR, (2021)Cramér-Rao Lower Bounds of Model-Based Electrocardiogram Parameter Estimation., and . IEEE Trans. Signal Process., (2022)Hierarchical Attentive Network for Gestational Age Estimation in Low-Resource Settings., , , and . IEEE J. Biomed. Health Informatics, 27 (5): 2501-2511 (May 2023)A Theoretical Analysis of the Peaking Phenomenon in Classification., , and . J. Classif., 37 (2): 421-434 (2020)Fetal QRS Complex Detection using Semi-Blind Source Separation Framework., , and . CinC, page 181-184. www.cinc.org, (2013)A Robust Framework for Noninvasive Extraction of Fetal Electrocardiogram Signals., , and . CinC, page 201-204. www.cinc.org, (2013)Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria., , , , , , , and . CoRR, (2023)A Data-Driven Gaussian Process Filter for Electrocardiogram Denoising., , , , , and . CoRR, (2023)Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds., , , , , , , , , and 1 other author(s). IEEE J. Biomed. Health Informatics, 27 (6): 2635-2646 (June 2023)Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram., , , , , , , , and . IEEE J. Biomed. Health Informatics, 27 (8): 3856-3866 (August 2023)