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08/09/2023
Deep Metric Learning for the Hemodynamics Inference with Electrocardiogram Signals
Heart failure is a debilitating condition that affects millions of peopl...
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07/20/2023
Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series
Self-supervised learning (SSL) for clinical time series data has receive...
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04/09/2022
Data Augmentation for Electrocardiograms
Neural network models have demonstrated impressive performance in predic...
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03/04/2021
Learning to Predict with Supporting Evidence: Applications to Clinical Risk Prediction
The impact of machine learning models on healthcare will depend on the d...
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08/06/2016