Markov-Based Neural Networks for Heart Sound Segmentation: Using Domain Knowledge in a Principled Way
Author:
Affiliation:
1. Institute for Systems and Computer Engineering, Technology and Science (INESC-TEC), Faculty of Sciences, University of Porto, Porto, Portugal
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics
Link
http://xplorestaging.ieee.org/ielx7/6221020/10311342/10242001.pdf?arnumber=10242001
Reference53 articles.
1. Do we really need a segmentation step in heart sound classification algorithms?
2. Normal / Abnormal Heart Sound Recordings Classification Using Convolutional Neural Network
3. Detection of Heart Murmurs in Phonocardiograms with Parallel Hidden Semi-Markov Models
4. Heart murmur detection from phonocardiogram recordings: The George B. Moody PhysioNet Challenge 2022
5. Short-time Viterbi for online HMM decoding: Evaluation on a real-time phone recognition task
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