A Deep Learning approach to infer morphological characteristics of the heart from cardiac sound analysis-Reference-Cited by-同舟云学术

A Deep Learning approach to infer morphological characteristics of the heart from cardiac sound analysis

Published:2023-01-13 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 12th International Conference on Bioscience, Biochemistry and Bioinformatics
language:
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Author:

Camacho Rui¹^ORCID,Oliveira Jorge²^ORCID,Andrade Luis³^ORCID

Affiliation:

1. Department of Informatics Engineering, Faculdade de Engenharia da Universidade do Porto, Portugal and Institute for Systems and Computer Engineering, Technology and Science, Portugal

2. Universidade Portucalense, Portugal

3. Faculdade de Engenharia da Universidade do Porto, Portugal

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3586139.3586148

Reference13 articles.

1. Omair Rashed Abdulwareth Almanifi , Ahmad Fakhri Ab Nasir , Mohd Azraai Mohd Razman, Rabiu Muazu Musa, and Anwar P.P. Abdul Majeed. 2022 . Heartbeat murmurs detection in phonocardiogram recordings via transfer learning. Alexandria Engineering Journal 61 (12 2022), 10995–11002. Issue 12. https://doi.org/10.1016/J.AEJ.2022.04.031 10.1016/J.AEJ.2022.04.031 Omair Rashed Abdulwareth Almanifi, Ahmad Fakhri Ab Nasir, Mohd Azraai Mohd Razman, Rabiu Muazu Musa, and Anwar P.P. Abdul Majeed. 2022. Heartbeat murmurs detection in phonocardiogram recordings via transfer learning. Alexandria Engineering Journal 61 (12 2022), 10995–11002. Issue 12. https://doi.org/10.1016/J.AEJ.2022.04.031

2. Luca Brunese , Fabio Martinelli , Francesco Mercaldo , and Antonella Santone . 2020. Deep learning for heart disease detection through cardiac sounds. Procedia Computer Science 176 (1 2020 ), 2202–2211. https://doi.org/10.1016/J.PROCS.2020.09.257 10.1016/J.PROCS.2020.09.257 Luca Brunese, Fabio Martinelli, Francesco Mercaldo, and Antonella Santone. 2020. Deep learning for heart disease detection through cardiac sounds. Procedia Computer Science 176 (1 2020), 2202–2211. https://doi.org/10.1016/J.PROCS.2020.09.257

3. João Victor Batista Cabral , Aline Luzia Sampaio Guimarães , Dário Celestino Sobral Filho, and Ana Célia Oliveira dos Santos. 2020 . Mortality due to congenital heart disease in Pernambuco from 1996 to 2016. Revista da Associação Médica Brasileira (1992) 66 (2020), 931–936. Issue 7. https://doi.org/10.1590/1806-9282.66.7.931 10.1590/1806-9282.66.7.931 João Victor Batista Cabral, Aline Luzia Sampaio Guimarães, Dário Celestino Sobral Filho, and Ana Célia Oliveira dos Santos. 2020. Mortality due to congenital heart disease in Pernambuco from 1996 to 2016. Revista da Associação Médica Brasileira (1992) 66 (2020), 931–936. Issue 7. https://doi.org/10.1590/1806-9282.66.7.931

4. Fatih Demir , Abdulkadir Sengür , Varun Bajaj , and Kemal Polat . 2019. Towards the classification of heart sounds based on convolutional deep neural network. Health Information Science and Systems 7 (12 2019 ), 16. Issue 1. https://doi.org/10.1007/S13755-019-0078-0 10.1007/S13755-019-0078-0 Fatih Demir, Abdulkadir Sengür, Varun Bajaj, and Kemal Polat. 2019. Towards the classification of heart sounds based on convolutional deep neural network. Health Information Science and Systems 7 (12 2019), 16. Issue 1. https://doi.org/10.1007/S13755-019-0078-0

5. João Manuel and Patrício Pedrosa. 2013. Heart Sound Analysis for Cardiac Pathology Identification: Detection and Characterization of Heart Murmurs. (2013). João Manuel and Patrício Pedrosa. 2013. Heart Sound Analysis for Cardiac Pathology Identification: Detection and Characterization of Heart Murmurs. (2013).

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