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For: Pramono RXA, Imtiaz SA, Rodriguez-Villegas E. A Cough-Based Algorithm for Automatic Diagnosis of Pertussis. PLoS One 2016;11:e0162128. [PMID: 27583523 PMCID: PMC5008773 DOI: 10.1371/journal.pone.0162128] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Accepted: 08/17/2016] [Indexed: 11/19/2022]  Open
Number Cited by Other Article(s)
1
Ayappan G, Anila S. Automatic detection and prediction of COVID-19 in cough audio signals using coronavirus herd immunity optimizer algorithm. Sci Rep 2025;15:2271. [PMID: 39824893 DOI: 10.1038/s41598-025-85140-w] [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: 07/30/2024] [Accepted: 01/01/2025] [Indexed: 01/20/2025]  Open
2
Isangula KG, Haule RJ. Leveraging AI and Machine Learning to Develop and Evaluate a Contextualized User-Friendly Cough Audio Classifier for Detecting Respiratory Diseases: Protocol for a Diagnostic Study in Rural Tanzania. JMIR Res Protoc 2024;13:e54388. [PMID: 38652526 PMCID: PMC11077412 DOI: 10.2196/54388] [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: 11/08/2023] [Revised: 02/14/2024] [Accepted: 02/21/2024] [Indexed: 04/25/2024]  Open
3
Diab MS, Rodriguez-Villegas E. Feature evaluation of accelerometry signals for cough detection. Front Digit Health 2024;6:1368574. [PMID: 38585283 PMCID: PMC10995234 DOI: 10.3389/fdgth.2024.1368574] [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: 01/10/2024] [Accepted: 03/06/2024] [Indexed: 04/09/2024]  Open
4
Aytekin I, Dalmaz O, Gonc K, Ankishan H, Saritas EU, Bagci U, Celik H, Cukur T. COVID-19 Detection From Respiratory Sounds With Hierarchical Spectrogram Transformers. IEEE J Biomed Health Inform 2024;28:1273-1284. [PMID: 38051612 PMCID: PMC11658170 DOI: 10.1109/jbhi.2023.3339700] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2023]
5
Ghrabli S, Elgendi M, Menon C. Identifying unique spectral fingerprints in cough sounds for diagnosing respiratory ailments. Sci Rep 2024;14:593. [PMID: 38182601 PMCID: PMC10770161 DOI: 10.1038/s41598-023-50371-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 12/19/2023] [Indexed: 01/07/2024]  Open
6
Orlandic L, Teijeiro T, Atienza D. A semi-supervised algorithm for improving the consistency of crowdsourced datasets: The COVID-19 case study on respiratory disorder classification. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;241:107743. [PMID: 37598473 DOI: 10.1016/j.cmpb.2023.107743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 07/12/2023] [Accepted: 08/02/2023] [Indexed: 08/22/2023]
7
Triantafyllopoulos A, Kathan A, Baird A, Christ L, Gebhard A, Gerczuk M, Karas V, Hübner T, Jing X, Liu S, Mallol-Ragolta A, Milling M, Ottl S, Semertzidou A, Rajamani ST, Yan T, Yang Z, Dineley J, Amiriparian S, Bartl-Pokorny KD, Batliner A, Pokorny FB, Schuller BW. HEAR4Health: a blueprint for making computer audition a staple of modern healthcare. Front Digit Health 2023;5:1196079. [PMID: 37767523 PMCID: PMC10520966 DOI: 10.3389/fdgth.2023.1196079] [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: 03/29/2023] [Accepted: 09/01/2023] [Indexed: 09/29/2023]  Open
8
Shekhar K, Chittaragi NB, Koolagudi SG. Automatic diagnosis of COVID-19 related respiratory diseases from speech. MULTIMEDIA TOOLS AND APPLICATIONS 2023;82:1-16. [PMID: 37362694 PMCID: PMC10050801 DOI: 10.1007/s11042-023-14923-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 12/09/2022] [Accepted: 02/22/2023] [Indexed: 06/28/2023]
9
Davidson C, Caguana OA, Lozano-García M, Arita Guevara M, Estrada-Petrocelli L, Ferrer-Lluis I, Castillo-Escario Y, Ausín P, Gea J, Jané R. Differences in acoustic features of cough by pneumonia severity in patients with COVID-19: a cross-sectional study. ERJ Open Res 2023;9:00247-2022. [PMID: 37131524 PMCID: PMC9922471 DOI: 10.1183/23120541.00247-2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 01/07/2023] [Indexed: 02/05/2023]  Open
10
Najaran MHT. An evolutionary ensemble learning for diagnosing COVID-19 via cough signals. INTELLIGENT MEDICINE 2023;3:S2667-1026(23)00002-5. [PMID: 36743333 PMCID: PMC9882956 DOI: 10.1016/j.imed.2023.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 01/10/2023] [Accepted: 01/11/2023] [Indexed: 01/30/2023]
11
Chetupalli SR, Krishnan P, Sharma N, Muguli A, Kumar R, Nanda V, Pinto LM, Ghosh PK, Ganapathy S. Multi-Modal Point-of-Care Diagnostics for COVID-19 Based on Acoustics and Symptoms. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE 2023;11:199-210. [PMID: 36909300 PMCID: PMC9994626 DOI: 10.1109/jtehm.2023.3250700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 12/05/2022] [Accepted: 02/22/2023] [Indexed: 03/14/2023]
12
Hamidi M, Zealouk O, Satori H, Laaidi N, Salek A. COVID-19 assessment using HMM cough recognition system. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY : AN OFFICIAL JOURNAL OF BHARATI VIDYAPEETH'S INSTITUTE OF COMPUTER APPLICATIONS AND MANAGEMENT 2023;15:193-201. [PMID: 36313860 PMCID: PMC9595586 DOI: 10.1007/s41870-022-01120-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 10/13/2022] [Indexed: 11/06/2022]
13
Reliability of crowdsourced data and patient-reported outcome measures in cough-based COVID-19 screening. Sci Rep 2022;12:21990. [PMID: 36539519 PMCID: PMC9764298 DOI: 10.1038/s41598-022-26492-5] [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: 07/10/2022] [Accepted: 12/15/2022] [Indexed: 12/25/2022]  Open
14
Lalouani W, Younis M, Emokpae RN, Emokpae LE. Enabling effective breathing sound analysis for automated diagnosis of lung diseases. SMART HEALTH 2022;26:100329. [PMID: 36275046 PMCID: PMC9576264 DOI: 10.1016/j.smhl.2022.100329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 07/21/2022] [Accepted: 09/29/2022] [Indexed: 10/29/2022]
15
Xia T, Han J, Mascolo C. Exploring machine learning for audio-based respiratory condition screening: A concise review of databases, methods, and open issues. Exp Biol Med (Maywood) 2022;247:2053-2061. [PMID: 35974706 PMCID: PMC9791302 DOI: 10.1177/15353702221115428] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]  Open
16
Suo J, Liu Y, Wu C, Chen M, Huang Q, Liu Y, Yao K, Chen Y, Pan Q, Chang X, Leung AYL, Chan H, Zhang G, Yang Z, Daoud W, Li X, Roy VAL, Shen J, Yu X, Wang J, Li WJ. Wide-Bandwidth Nanocomposite-Sensor Integrated Smart Mask for Tracking Multiphase Respiratory Activities. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022;9:e2203565. [PMID: 35999427 PMCID: PMC9631096 DOI: 10.1002/advs.202203565] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 08/03/2022] [Indexed: 06/15/2023]
17
Cohen-McFarlane M, Xi P, Wallace B, Habashy K, Huq S, Goubran R, Knoefel F. Evaluation of Respiratory Sounds Using Image-Based Approaches for Health Measurement Applications. IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY 2022;3:134-141. [PMID: 36578775 PMCID: PMC9788675 DOI: 10.1109/ojemb.2022.3202435] [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: 02/07/2022] [Revised: 05/06/2022] [Accepted: 08/25/2022] [Indexed: 12/31/2022]  Open
18
Aly M, Alotaibi NS. A novel deep learning model to detect COVID-19 based on wavelet features extracted from Mel-scale spectrogram of patients' cough and breathing sounds. INFORMATICS IN MEDICINE UNLOCKED 2022;32:101049. [PMID: 35989705 PMCID: PMC9375256 DOI: 10.1016/j.imu.2022.101049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 08/08/2022] [Accepted: 08/09/2022] [Indexed: 10/26/2022]  Open
19
Pahar M, Miranda I, Diacon A, Niesler T. Automatic Non-Invasive Cough Detection based on Accelerometer and Audio Signals. JOURNAL OF SIGNAL PROCESSING SYSTEMS 2022;94:821-835. [PMID: 35341095 PMCID: PMC8934184 DOI: 10.1007/s11265-022-01748-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 01/09/2022] [Accepted: 02/23/2022] [Indexed: 12/01/2022]
20
Tsang KCH, Pinnock H, Wilson AM, Shah SA. Application of Machine Learning Algorithms for Asthma Management with mHealth: A Clinical Review. J Asthma Allergy 2022;15:855-873. [PMID: 35791395 PMCID: PMC9250768 DOI: 10.2147/jaa.s285742] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 06/16/2022] [Indexed: 12/21/2022]  Open
21
Hamdi S, Oussalah M, Moussaoui A, Saidi M. Attention-based hybrid CNN-LSTM and spectral data augmentation for COVID-19 diagnosis from cough sound. J Intell Inf Syst 2022;59:367-389. [PMID: 35498369 PMCID: PMC9034264 DOI: 10.1007/s10844-022-00707-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 03/23/2022] [Accepted: 03/27/2022] [Indexed: 12/11/2022]
22
Serrurier A, Neuschaefer-Rube C, Röhrig R. Past and Trends in Cough Sound Acquisition, Automatic Detection and Automatic Classification: A Comparative Review. SENSORS (BASEL, SWITZERLAND) 2022;22:2896. [PMID: 35458885 PMCID: PMC9027375 DOI: 10.3390/s22082896] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 04/07/2022] [Accepted: 04/08/2022] [Indexed: 11/16/2022]
23
Gabaldón-Figueira JC, Keen E, Giménez G, Orrillo V, Blavia I, Doré DH, Armendáriz N, Chaccour J, Fernandez-Montero A, Bartolomé J, Umashankar N, Small P, Grandjean Lapierre S, Chaccour C. Acoustic surveillance of cough for detecting respiratory disease using artificial intelligence. ERJ Open Res 2022;8:00053-2022. [PMID: 35651361 PMCID: PMC9149391 DOI: 10.1183/23120541.00053-2022] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 03/24/2022] [Indexed: 12/12/2022]  Open
24
Kruizinga MD, Zhuparris A, Dessing E, Krol FJ, Sprij AJ, Doll RJ, Stuurman FE, Exadaktylos V, Driessen GJA, Cohen AF. Development and technical validation of a smartphone-based pediatric cough detection algorithm. Pediatr Pulmonol 2022;57:761-767. [PMID: 34964557 PMCID: PMC9306830 DOI: 10.1002/ppul.25801] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Revised: 11/17/2021] [Accepted: 12/13/2021] [Indexed: 11/06/2022]
25
Ijaz A, Nabeel M, Masood U, Mahmood T, Hashmi MS, Posokhova I, Rizwan A, Imran A. Towards using cough for respiratory disease diagnosis by leveraging Artificial Intelligence: A survey. INFORMATICS IN MEDICINE UNLOCKED 2022. [DOI: 10.1016/j.imu.2021.100832] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]  Open
26
Ponomarchuk A, Burenko I, Malkin E, Nazarov I, Kokh V, Avetisian M, Zhukov L. Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 2022;16:175-187. [PMID: 35582703 PMCID: PMC9088778 DOI: 10.1109/jstsp.2022.3142514] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 11/23/2021] [Accepted: 01/06/2022] [Indexed: 05/27/2023]
27
Wang X, Gao N, Wen J, Li J, Ma Y, Sun M, Liang J, Shi L. Immunogenicity of a Candidate DTacP-sIPV Combined Vaccine and Its Protection Efficacy against Pertussis in a Rhesus Macaque Model. Vaccines (Basel) 2021;10:47. [PMID: 35062708 PMCID: PMC8779802 DOI: 10.3390/vaccines10010047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 12/27/2021] [Accepted: 12/28/2021] [Indexed: 11/16/2022]  Open
28
Sharma NK, Muguli A, Krishnan P, Kumar R, Chetupalli SR, Ganapathy S. Towards sound based testing of COVID-19-Summary of the first Diagnostics of COVID-19 using Acoustics (DiCOVA) Challenge. COMPUT SPEECH LANG 2021;73:101320. [PMID: 34840419 PMCID: PMC8610834 DOI: 10.1016/j.csl.2021.101320] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 09/20/2021] [Accepted: 10/28/2021] [Indexed: 11/30/2022]
29
Pahar M, Klopper M, Reeve B, Warren R, Theron G, Niesler T. Automatic cough classification for tuberculosis screening in a real-world environment. Physiol Meas 2021;42. [PMID: 34649231 DOI: 10.1088/1361-6579/ac2fb8] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 10/14/2021] [Indexed: 11/12/2022]
30
Loey M, Mirjalili S. COVID-19 cough sound symptoms classification from scalogram image representation using deep learning models. Comput Biol Med 2021;139:105020. [PMID: 34775155 PMCID: PMC8628520 DOI: 10.1016/j.compbiomed.2021.105020] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Revised: 11/02/2021] [Accepted: 11/02/2021] [Indexed: 12/23/2022]
31
Chung Y, Jin J, Jo HI, Lee H, Kim SH, Chung SJ, Yoon HJ, Park J, Jeon JY. Diagnosis of Pneumonia by Cough Sounds Analyzed with Statistical Features and AI. SENSORS 2021;21:s21217036. [PMID: 34770341 PMCID: PMC8586978 DOI: 10.3390/s21217036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 10/21/2021] [Accepted: 10/21/2021] [Indexed: 11/28/2022]
32
Tena A, Clarià F, Solsona F. Automated detection of COVID-19 cough. Biomed Signal Process Control 2021;71:103175. [PMID: 34539811 PMCID: PMC8435366 DOI: 10.1016/j.bspc.2021.103175] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 08/26/2021] [Accepted: 09/07/2021] [Indexed: 12/04/2022]
33
Melek M. Diagnosis of COVID-19 and non-COVID-19 patients by classifying only a single cough sound. Neural Comput Appl 2021;33:17621-17632. [PMID: 34345119 PMCID: PMC8323961 DOI: 10.1007/s00521-021-06346-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 07/18/2021] [Indexed: 12/24/2022]
34
Alqudaihi KS, Aslam N, Khan IU, Almuhaideb AM, Alsunaidi SJ, Ibrahim NMAR, Alhaidari FA, Shaikh FS, Alsenbel YM, Alalharith DM, Alharthi HM, Alghamdi WM, Alshahrani MS. Cough Sound Detection and Diagnosis Using Artificial Intelligence Techniques: Challenges and Opportunities. IEEE ACCESS : PRACTICAL INNOVATIONS, OPEN SOLUTIONS 2021;9:102327-102344. [PMID: 34786317 PMCID: PMC8545201 DOI: 10.1109/access.2021.3097559] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 07/09/2021] [Indexed: 06/02/2023]
35
Detecting pertussis in the pediatric population using respiratory sound events and CNN. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102722] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
36
Orlandic L, Teijeiro T, Atienza D. The COUGHVID crowdsourcing dataset, a corpus for the study of large-scale cough analysis algorithms. Sci Data 2021;8:156. [PMID: 34162883 PMCID: PMC8222356 DOI: 10.1038/s41597-021-00937-4] [Citation(s) in RCA: 71] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 04/29/2021] [Indexed: 11/09/2022]  Open
37
Pahar M, Klopper M, Warren R, Niesler T. COVID-19 cough classification using machine learning and global smartphone recordings. Comput Biol Med 2021;135:104572. [PMID: 34182331 PMCID: PMC8213969 DOI: 10.1016/j.compbiomed.2021.104572] [Citation(s) in RCA: 94] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 06/09/2021] [Accepted: 06/09/2021] [Indexed: 12/15/2022]
38
Laguarta J, Subirana B. Longitudinal Speech Biomarkers for Automated Alzheimer's Detection. FRONTIERS IN COMPUTER SCIENCE 2021. [DOI: 10.3389/fcomp.2021.624694] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]  Open
39
Belkacem AN, Ouhbi S, Lakas A, Benkhelifa E, Chen C. End-to-End AI-Based Point-of-Care Diagnosis System for Classifying Respiratory Illnesses and Early Detection of COVID-19: A Theoretical Framework. Front Med (Lausanne) 2021;8:585578. [PMID: 33869239 PMCID: PMC8044874 DOI: 10.3389/fmed.2021.585578] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 03/08/2021] [Indexed: 01/10/2023]  Open
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Lonini L, Shawen N, Botonis O, Fanton M, Jayaraman C, Mummidisetty CK, Shin SY, Rushin C, Jenz S, Xu S, Rogers JA, Jayaraman A. Rapid Screening of Physiological Changes Associated With COVID-19 Using Soft-Wearables and Structured Activities: A Pilot Study. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE 2021;9:4900311. [PMID: 33665044 PMCID: PMC7924653 DOI: 10.1109/jtehm.2021.3058841] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/15/2021] [Accepted: 02/06/2021] [Indexed: 12/20/2022]
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Lee KK, Davenport PW, Smith JA, Irwin RS, McGarvey L, Mazzone SB, Birring SS. Global Physiology and Pathophysiology of Cough: Part 1: Cough Phenomenology - CHEST Guideline and Expert Panel Report. Chest 2021;159:282-293. [PMID: 32888932 PMCID: PMC8640837 DOI: 10.1016/j.chest.2020.08.2086] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 08/17/2020] [Accepted: 08/20/2020] [Indexed: 12/12/2022]  Open
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Ramesh V, Vatanparvar K, Nemati E, Nathan V, Rahman MM, Kuang J. CoughGAN: Generating Synthetic Coughs that Improve Respiratory Disease Classification.. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2020:5682-5688. [PMID: 33019266 DOI: 10.1109/embc44109.2020.9175597] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Laguarta J, Hueto F, Subirana B. COVID-19 Artificial Intelligence Diagnosis Using Only Cough Recordings. IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY 2020;1:275-281. [PMID: 34812418 PMCID: PMC8545024 DOI: 10.1109/ojemb.2020.3026928] [Citation(s) in RCA: 196] [Impact Index Per Article: 39.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 08/31/2020] [Accepted: 09/21/2020] [Indexed: 11/18/2022]  Open
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Hall JI, Lozano M, Estrada-Petrocelli L, Birring S, Turner R. The present and future of cough counting tools. J Thorac Dis 2020;12:5207-5223. [PMID: 33145097 PMCID: PMC7578475 DOI: 10.21037/jtd-2020-icc-003] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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Petrellis N. A COVID-19 Multipurpose Platform. Digit Biomark 2020;4:89-98. [PMID: 33173844 PMCID: PMC7588689 DOI: 10.1159/000511704] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 09/18/2020] [Indexed: 11/19/2022]  Open
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Cohen-McFarlane M, Goubran R, Knoefel F. Novel Coronavirus Cough Database: NoCoCoDa. IEEE ACCESS : PRACTICAL INNOVATIONS, OPEN SOLUTIONS 2020;8:154087-154094. [PMID: 34786285 PMCID: PMC8545298 DOI: 10.1109/access.2020.3018028] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 08/16/2020] [Indexed: 05/14/2023]
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Bisballe-Müller N, Chang AB, Plumb EJ, Oguoma VM, Halken S, McCallum GB. Can Acute Cough Characteristics From Sound Recordings Differentiate Common Respiratory Illnesses in Children?: A Comparative Prospective Study. Chest 2020;159:259-269. [PMID: 32653569 DOI: 10.1016/j.chest.2020.06.067] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 06/21/2020] [Accepted: 06/24/2020] [Indexed: 11/29/2022]  Open
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Imran A, Posokhova I, Qureshi HN, Masood U, Riaz MS, Ali K, John CN, Hussain MI, Nabeel M. AI4COVID-19: AI enabled preliminary diagnosis for COVID-19 from cough samples via an app. INFORMATICS IN MEDICINE UNLOCKED 2020;20:100378. [PMID: 32839734 PMCID: PMC7318970 DOI: 10.1016/j.imu.2020.100378] [Citation(s) in RCA: 224] [Impact Index Per Article: 44.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 06/19/2020] [Accepted: 06/19/2020] [Indexed: 02/06/2023]  Open
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Adhi Pramono RX, Anas Imtiaz S, Rodriguez-Villegas E. Automatic Cough Detection in Acoustic Signal using Spectral Features. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2019:7153-7156. [PMID: 31947484 DOI: 10.1109/embc.2019.8857792] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Cohen-McFarlane M, Goubran R, Knoefel F. Comparison of Silence Removal Methods for the Identification of Audio Cough Events. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020;2019:1263-1268. [PMID: 31946122 DOI: 10.1109/embc.2019.8857889] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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