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Articles

A robust heart sound segmentation algorithm for commonly occurring heart valve diseases

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Pages 456-465 | Published online: 09 Jul 2009

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Ashok Mondal, P.S. Bhattacharya & Goutam Saha. (2011) Reduction of heart sound interference from lung sound signals using empirical mode decomposition technique. Journal of Medical Engineering & Technology 35:6-7, pages 344-353.
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Christian Escobar Arce & Patricio De La Cuadra Banderas. (2023) Study of hyperparameters in the semantic segmentation of heart sounds. Study of hyperparameters in the semantic segmentation of heart sounds.
Miguel L. Martins, Miguel T. Coimbra & Francesco Renna. (2023) Markov-Based Neural Networks for Heart Sound Segmentation: Using Domain Knowledge in a Principled Way. IEEE Journal of Biomedical and Health Informatics 27:11, pages 5357-5368.
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John Prince, John Maidens, Spencer Kieu, Caroline Currie, Daniel Barbosa, Cody Hitchcock, Adam Saltman, Kambiz Norozi, Philipp Wiesner, Nicholas Slamon, Erica Del Grippo, Deepak Padmanabhan, Anand Subramanian, Cholenahalli Manjunath, John Chorba & Subramaniam Venkatraman. (2023) Deep Learning Algorithms to Detect Murmurs Associated With Structural Heart Disease. Journal of the American Heart Association 12:20.
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Nusrat Binta Nizam, Shoyad Ibn Sabur Khan Nuhash & Taufiq Hasan. (2022) Hilbert-envelope features for cardiac disease classification from noisy phonocardiograms. Biomedical Signal Processing and Control 78, pages 103864.
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Puneet Kumar Jain & Om Prakash Mahela. 2022. Internet of Multimedia Things (IoMT). Internet of Multimedia Things (IoMT) 151 188 .
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Xingyao Wang, Chengyu Liu, Yuwen Li, Xianghong Cheng, Jianqing Li & Gari D. Clifford. (2021) Temporal-Framing Adaptive Network for Heart Sound Segmentation Without Prior Knowledge of State Duration. IEEE Transactions on Biomedical Engineering 68:2, pages 650-663.
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Norezmi Jamal, Nabilah Ibrahim, MNAH Sha’abani, Farhanahani Mahmud & N. Fuad. (2021) Automated Heart Sound Signal Segmentation and Identification using Abrupt Changes and Peak Finding Detection. Procedia Computer Science 179, pages 260-267.
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Yao Zhang, Zeyu Ma, Xin Zhou, Xianhong Li, Ying Liu, Mingang Chen, Xin Sun, Xuying Wang, Jingtao Wang, Lizhi Cai & Kun Sun. 2021. Computer and Information Science 2021—Summer. Computer and Information Science 2021—Summer 145 156 .
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Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, S. Balqis Samdin, Hernando Ombao & Hadri Hussain. (2020) A Markov-Switching Model Approach to Heart Sound Segmentation and Classification. IEEE Journal of Biomedical and Health Informatics 24:3, pages 705-716.
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Samit Kumar Ghosh, Ponnalagu Ramanathan Nagarajan & Rajesh Kumar Tripathy. 2020. Handbook of Research on Advancements of Artificial Intelligence in Healthcare Engineering. Handbook of Research on Advancements of Artificial Intelligence in Healthcare Engineering 244 264 .
Samit Kumar Ghosh & R N Ponnalagu. (2019) A Novel Algorithm based on Stockwell Transform for Boundary Detection and Segmentation of Heart Sound Components from PCG signal. A Novel Algorithm based on Stockwell Transform for Boundary Detection and Segmentation of Heart Sound Components from PCG signal.
Francesco Renna, Jorge Oliveira & Miguel T. Coimbra. (2019) Deep Convolutional Neural Networks for Heart Sound Segmentation. IEEE Journal of Biomedical and Health Informatics 23:6, pages 2435-2445.
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Kanav Saraf, Christopher I. Baek, Michael H. Wasko, Xu Zhang, Yi Zheng, Per H. Borgstrom, Aman Mahajan & William J. Kaiser. (2019) Fully-Automated Diagnosis of Aortic Stenosis Using Phonocardiogram-Based Features * . Fully-Automated Diagnosis of Aortic Stenosis Using Phonocardiogram-Based Features * .
Piyush Sharma, Syed Anas Imtiaz & Esther Rodriguez-Villegas. (2019) An Algorithm for Heart Rate Extraction From Acoustic Recordings at the Neck. IEEE Transactions on Biomedical Engineering 66:1, pages 246-256.
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Amit Krishna Dwivedi, Syed Anas Imtiaz & Esther Rodriguez-Villegas. (2019) Algorithms for Automatic Analysis and Classification of Heart Sounds–A Systematic Review. IEEE Access 7, pages 8316-8345.
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Elmar Messner, Matthias Zohrer & Franz Pernkopf. (2018) Heart Sound Segmentation—An Event Detection Approach Using Deep Recurrent Neural Networks. IEEE Transactions on Biomedical Engineering 65:9, pages 1964-1974.
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Mohammed Nabih Ali, EL-Sayed A. El-Dahshan & Ashraf H. Yahia. (2017) Denoising of Heart Sound Signals Using Discrete Wavelet Transform. Circuits, Systems, and Signal Processing 36:11, pages 4482-4497.
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Chengyu Liu, David Springer & Gari D Clifford. (2017) Performance of an open-source heart sound segmentation algorithm on eight independent databases. Physiological Measurement 38:8, pages 1730-1745.
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Chengyu Liu, David Springer, Qiao Li, Benjamin Moody, Ricardo Abad Juan, Francisco J Chorro, Francisco Castells, José Millet Roig, Ikaro Silva, Alistair E W Johnson, Zeeshan Syed, Samuel E Schmidt, Chrysa D Papadaniil, Leontios Hadjileontiadis, Hosein Naseri, Ali Moukadem, Alain Dieterlen, Christian Brandt, Hong Tang, Maryam Samieinasab, Mohammad Reza Samieinasab, Reza Sameni, Roger G Mark & Gari D Clifford. (2016) An open access database for the evaluation of heart sound algorithms. Physiological Measurement 37:12, pages 2181-2213.
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Sukryool Kang, Robin Doroshow, James McConnaughey & Raj Shekhar. (2016) Automated Identification of Innocent Still’s Murmur in Children. IEEE Transactions on Biomedical Engineering, pages 1-1.
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Sukryool Kang, Robin Doroshow, James McConnaughey, Ahsan Khandoker & Raj Shekhar. (2015) Heart Sound Segmentation toward Automated Heart Murmur Classification in Pediatric Patents. Heart Sound Segmentation toward Automated Heart Murmur Classification in Pediatric Patents.
Ze Wang, Janir Nuno da Cruz & Feng Wan. (2015) Adaptive Fourier decomposition approach for lung-heart sound separation. Adaptive Fourier decomposition approach for lung-heart sound separation.
Guangwei Chen, Syed Anas Imtiaz, Eduardo Aguilar–Pelaez & Esther Rodriguez–Villegas. (2015) Algorithm for heart rate extraction in a novel wearable acoustic sensor. Healthcare Technology Letters 2:1, pages 28-33.
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David Springer, Lionel Tarassenko & Gari Clifford. (2015) Logistic Regression-HSMM-based Heart Sound Segmentation. IEEE Transactions on Biomedical Engineering, pages 1-1.
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Chrysa D. Papadaniil & Leontios J. Hadjileontiadis. (2014) Efficient Heart Sound Segmentation and Extraction Using Ensemble Empirical Mode Decomposition and Kurtosis Features. IEEE Journal of Biomedical and Health Informatics 18:4, pages 1138-1152.
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A. Mondal, A. K. Kumar, P. S. Bhattacharya & G. Saha. (2013) Boundary estimation of cardiac events S1 and S2 based on Hilbert transform and adaptive thresholding approach. Boundary estimation of cardiac events S1 and S2 based on Hilbert transform and adaptive thresholding approach.
Santiago Murillo Rendón, Cristian Castro Hoyos, Carlos M. Travieso-Gonzales & Germán Castellanos-Domínguez. 2013. Advances in Computational Intelligence. Advances in Computational Intelligence 124 134 .
C. Castro Hoyos, S. Murillo-Rendón & C. G. Castellanos-Dominguez. 2013. Natural and Artificial Models in Computation and Biology. Natural and Artificial Models in Computation and Biology 254 263 .

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