Two-stage Classification for Detecting Murmurs from Phonocardiograms Using Deep and Expert Features
Published in Journal 1, 2020
Submitted as an entry in the 2022 Physionet Challenge as member of the team Murmur Mia! (winner of best team name). Hidden Markov Model segmentation code used in the paper can be found here.
Recommended citation: Summerton, Sara, et al. "Two-stage Classification for Detecting Murmurs from Phonocardiograms Using Deep and Expert Features." Computing in Cardiology 2022: 49th Computing in Cardiology Conference. 2022.
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