Article

A recurrent neural network and parallel hidden Markov model algorithm to segment and detect heart murmurs in phonocardiograms

2023-12-29

Abstract excerpt

Detection of heart disease using a stethoscope requires significant skill and time, making it expensive and impractical for widespread screening in low-resource environments. Machine learning analysis of heart sound recordings can improve upon the accessibility and accuracy of diagnoses, but existing approaches require further validation on larger and more representative clinical datasets. For many previous algori...

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Literature Corpus work: cd707c1c-9f44-5f73-a6d2-d976358a40cf
DOI: 10.1101/2023.12.26.23300540

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