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For: Tsai KH, Wang WC, Cheng CH, Tsai CY, Wang JK, Lin TH, Fang SH, Chen LC, Tsao Y. Blind Monaural Source Separation on Heart and Lung Sounds Based on Periodic-Coded Deep Autoencoder. IEEE J Biomed Health Inform 2020;24:3203-3214. [PMID: 32795973 DOI: 10.1109/jbhi.2020.3016831] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Number Cited by Other Article(s)
1
Zhao Q, Geng S, Wang B, Sun Y, Nie W, Bai B, Yu C, Zhang F, Tang G, Zhang D, Zhou Y, Liu J, Hong S. Deep Learning in Heart Sound Analysis: From Techniques to Clinical Applications. HEALTH DATA SCIENCE 2024;4:0182. [PMID: 39387057 PMCID: PMC11461928 DOI: 10.34133/hds.0182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 08/09/2024] [Accepted: 08/13/2024] [Indexed: 10/12/2024]
2
Al-Zaben A, Al-Fahoum A, Ababneh M, Al-Naami B, Al-Omari G. Improved recovery of cardiac auscultation sounds using modified cosine transform and LSTM-based masking. Med Biol Eng Comput 2024;62:2485-2497. [PMID: 38627355 DOI: 10.1007/s11517-024-03088-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 04/02/2024] [Indexed: 04/24/2024]
3
Poh YY, Grooby E, Tan K, Zhou L, King A, Ramanathan A, Malhotra A, Harandi M, Marzbanrad F. NeoSSNet: Real-Time Neonatal Chest Sound Separation Using Deep Learning. IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY 2024;5:345-352. [PMID: 38899018 PMCID: PMC11186644 DOI: 10.1109/ojemb.2024.3401571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 03/20/2024] [Accepted: 05/08/2024] [Indexed: 06/21/2024]  Open
4
Sabry AH, I. Dallal Bashi O, Nik Ali N, Mahmood Al Kubaisi Y. Lung disease recognition methods using audio-based analysis with machine learning. Heliyon 2024;10:e26218. [PMID: 38420389 PMCID: PMC10900411 DOI: 10.1016/j.heliyon.2024.e26218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 12/11/2023] [Accepted: 02/08/2024] [Indexed: 03/02/2024]  Open
5
Huang DM, Huang J, Qiao K, Zhong NS, Lu HZ, Wang WJ. Deep learning-based lung sound analysis for intelligent stethoscope. Mil Med Res 2023;10:44. [PMID: 37749643 PMCID: PMC10521503 DOI: 10.1186/s40779-023-00479-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 09/05/2023] [Indexed: 09/27/2023]  Open
6
Wang W, Qin D, Wang S, Fang Y, Zheng Y. A multi-channel UNet framework based on SNMF-DCNN for robust heart-lung-sound separation. Comput Biol Med 2023;164:107282. [PMID: 37499297 DOI: 10.1016/j.compbiomed.2023.107282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 06/14/2023] [Accepted: 07/16/2023] [Indexed: 07/29/2023]
7
Yang C, Hu N, Xu D, Wang Z, Cai S. Monaural cardiopulmonary sound separation via complex-valued deep autoencoder and cyclostationarity. Biomed Phys Eng Express 2023;9. [PMID: 36796095 DOI: 10.1088/2057-1976/acbc7f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 02/16/2023] [Indexed: 02/18/2023]
8
Yang C, Dai N, Wang Z, Cai S, Wang J, Hu N. Cardiopulmonary auscultation enhancement with a two-stage noise cancellation approach. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
9
Wang W, Wang S, Qin D, Fang Y, Zheng Y. Heart-lung sound separation by nonnegative matrix factorization and deep learning. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
10
Alqudah AM, Qazan S, Obeidat YM. Deep learning models for detecting respiratory pathologies from raw lung auscultation sounds. Soft comput 2022;26:13405-13429. [PMID: 36186666 PMCID: PMC9510581 DOI: 10.1007/s00500-022-07499-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/09/2022] [Indexed: 11/23/2022]
11
A lightweight hybrid deep learning system for cardiac valvular disease classification. Sci Rep 2022;12:14297. [PMID: 35995814 PMCID: PMC9395359 DOI: 10.1038/s41598-022-18293-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Accepted: 08/09/2022] [Indexed: 12/21/2022]  Open
12
Wavelet and Spectral Analysis of Normal and Abnormal Heart Sound for Diagnosing Cardiac Disorders. BIOMED RESEARCH INTERNATIONAL 2022;2022:9092346. [PMID: 35937404 PMCID: PMC9348924 DOI: 10.1155/2022/9092346] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Revised: 06/02/2022] [Accepted: 07/07/2022] [Indexed: 11/26/2022]
13
Wang G, Yang Y, Chen S, Fu J, Wu D, Yang A, Ma Y, Feng X. Flexible dual-channel digital auscultation patch with active noise reduction for bowel sound monitoring and application. IEEE J Biomed Health Inform 2022;26:2951-2962. [PMID: 35171784 DOI: 10.1109/jbhi.2022.3151927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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