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Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling.

, , , , , и . CoRR, (2021)

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Data Augmentation for Electrocardiograms., , , , и . CHIL, том 174 из Proceedings of Machine Learning Research, стр. 282-310. PMLR, (2022)Event-Based Contrastive Learning for Medical Time Series., , , , , , и . CoRR, (2023)Mollack: a web server for the automated creation of conformational ensembles for intrinsically disordered proteins., , , , и . Bioinform., 32 (16): 2545-2547 (2016)The multi-copy simultaneous search methodology: a fundamental tool for structure-based drug design., и . J. Comput. Aided Mol. Des., 23 (8): 475-489 (2009)Detecting QT prolongation From a Single-lead ECG With Deep Learning., , и . CoRR, (2024)Identifying unreliable predictions in clinical risk models., , , , , , , и . npj Digit. Medicine, (2020)Generative Oversampling with a Contrastive Variational Autoencoder., , , , , и . ICDM, стр. 101-109. IEEE, (2019)QTNet: Deep Learning for Estimating QT Intervals Using a Single Lead ECG., , и . EMBC, стр. 1-4. IEEE, (2023)Clustering and Symbolic Analysis of Cardiovascular Signals: Discovery and Visualization of Medically Relevant Patterns in Long-Term Data Using Limited Prior Knowledge., , и . EURASIP J. Adv. Signal Process., (2007)Efficient Construction of Disordered Protein Ensembles in a Bayesian Framework with Optimal Selection of Conformations., , и . Pacific Symposium on Biocomputing, стр. 82-93. World Scientific Publishing, (2012)