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For: Topalovic M, Laval S, Aerts JM, Troosters T, Decramer M, Janssens W. Automated Interpretation of Pulmonary Function Tests in Adults with Respiratory Complaints. Respiration 2017;93:170-178. [PMID: 28088797 DOI: 10.1159/000454956] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Accepted: 12/05/2016] [Indexed: 11/19/2022]  Open
Number Cited by Other Article(s)
1
Wu J, Li R, Gan J, Zheng Q, Wang G, Tao W, Yang M, Li W, Ji G, Li W. Application of artificial intelligence in lung cancer screening: A real-world study in a Chinese physical examination population. Thorac Cancer 2024;15:2061-2072. [PMID: 39206529 PMCID: PMC11444925 DOI: 10.1111/1759-7714.15428] [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: 07/04/2024] [Revised: 07/29/2024] [Accepted: 07/31/2024] [Indexed: 09/04/2024]  Open
2
Moreno Mendez R, Marín A, Ferrando JR, Rissi Castro G, Cepeda Madrigal S, Agostini G, Catalan Serra P. Artificial Intelligence Applied to Forced Spirometry in Primary Care. OPEN RESPIRATORY ARCHIVES 2024;6:100313. [PMID: 38828405 PMCID: PMC11137334 DOI: 10.1016/j.opresp.2024.100313] [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: 10/17/2023] [Accepted: 02/19/2024] [Indexed: 06/05/2024]  Open
3
Zou X, Ren Y, Yang H, Zou M, Meng P, Zhang L, Gong M, Ding W, Han L, Zhang T. Screening and staging of chronic obstructive pulmonary disease with deep learning based on chest X-ray images and clinical parameters. BMC Pulm Med 2024;24:153. [PMID: 38532368 DOI: 10.1186/s12890-024-02945-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 03/01/2024] [Indexed: 03/28/2024]  Open
4
Xu S, Deo RC, Soar J, Barua PD, Faust O, Homaira N, Jaffe A, Kabir AL, Acharya UR. Automated detection of airflow obstructive diseases: A systematic review of the last decade (2013-2022). COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;241:107746. [PMID: 37660550 DOI: 10.1016/j.cmpb.2023.107746] [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: 04/02/2023] [Revised: 07/07/2023] [Accepted: 08/02/2023] [Indexed: 09/05/2023]
5
Siebert JN, Hartley MA, Courvoisier DS, Salamin M, Robotham L, Doenz J, Barazzone-Argiroffo C, Gervaix A, Bridevaux PO. Deep learning diagnostic and severity-stratification for interstitial lung diseases and chronic obstructive pulmonary disease in digital lung auscultations and ultrasonography: clinical protocol for an observational case-control study. BMC Pulm Med 2023;23:191. [PMID: 37264374 DOI: 10.1186/s12890-022-02255-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Accepted: 11/20/2022] [Indexed: 06/03/2023]  Open
6
Beverin L, Topalovic M, Halilovic A, Desbordes P, Janssens W, De Vos M. Predicting total lung capacity from spirometry: a machine learning approach. Front Med (Lausanne) 2023;10:1174631. [PMID: 37275373 PMCID: PMC10238228 DOI: 10.3389/fmed.2023.1174631] [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: 02/26/2023] [Accepted: 04/13/2023] [Indexed: 06/07/2023]  Open
7
Park H, Yun J, Lee SM, Hwang HJ, Seo JB, Jung YJ, Hwang J, Lee SH, Lee SW, Kim N. Deep Learning-based Approach to Predict Pulmonary Function at Chest CT. Radiology 2023;307:e221488. [PMID: 36786699 DOI: 10.1148/radiol.221488] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
8
Du J, Huang M, Liu L. AI-Aided Disease Prediction in Visualized Medicine. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2023;1199:107-126. [PMID: 37460729 DOI: 10.1007/978-981-32-9902-3_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/20/2023]
9
Mac A, Xu T, Wu JKY, Belousova N, Kitazawa H, Vozoris N, Rozenberg D, Ryan CM, Valaee S, Chow CW. Deep learning using multilayer perception improves the diagnostic acumen of spirometry: a single-centre Canadian study. BMJ Open Respir Res 2022;9:9/1/e001396. [PMID: 36572484 PMCID: PMC9806081 DOI: 10.1136/bmjresp-2022-001396] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 12/14/2022] [Indexed: 12/27/2022]  Open
10
Xu W, He G, Pan C, Shen D, Zhang N, Jiang P, Liu F, Chen J. A forced cough sound based pulmonary function assessment method by using machine learning. Front Public Health 2022;10:1015876. [PMID: 36388361 PMCID: PMC9640833 DOI: 10.3389/fpubh.2022.1015876] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 09/30/2022] [Indexed: 01/27/2023]  Open
11
Assessment of Multi-Layer Perceptron Neural Network for Pulmonary Function Test’s Diagnosis Using ATS and ERS Respiratory Standard Parameters. COMPUTERS 2022. [DOI: 10.3390/computers11090130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
12
Zhou J, Wang P, Guo L, Cao J, Zhou M, Dai R. Automated interpretation of the pulmonary function test by a portable spirometer in Chinese adults. THE CLINICAL RESPIRATORY JOURNAL 2022;16:555-561. [PMID: 35869604 PMCID: PMC9376142 DOI: 10.1111/crj.13525] [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: 07/30/2021] [Revised: 05/24/2022] [Accepted: 06/27/2022] [Indexed: 11/28/2022]
13
Bhutani M, Price DB, Winders TA, Worth H, Gruffydd-Jones K, Tal-Singer R, Correia-de-Sousa J, Dransfield MT, Peché R, Stolz D, Hurst JR. Quality Standard Position Statements for Health System Policy Changes in Diagnosis and Management of COPD: A Global Perspective. Adv Ther 2022;39:2302-2322. [PMID: 35482251 PMCID: PMC9047462 DOI: 10.1007/s12325-022-02137-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 03/17/2022] [Indexed: 11/22/2022]
14
Giri PC, Chowdhury AM, Bedoya A, Chen H, Lee HS, Lee P, Henriquez C, MacIntyre NR, Huang YCT. Application of Machine Learning in Pulmonary Function Assessment Where Are We Now and Where Are We Going? Front Physiol 2021;12:678540. [PMID: 34248665 PMCID: PMC8264499 DOI: 10.3389/fphys.2021.678540] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 06/02/2021] [Indexed: 12/24/2022]  Open
15
Saberi-Karimian M, Khorasanchi Z, Ghazizadeh H, Tayefi M, Saffar S, Ferns GA, Ghayour-Mobarhan M. Potential value and impact of data mining and machine learning in clinical diagnostics. Crit Rev Clin Lab Sci 2021;58:275-296. [PMID: 33739235 DOI: 10.1080/10408363.2020.1857681] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
16
Abd elsalam SM, Hafez M, Mohmed MF, Said AH. Correlation between quantitative multi-detector computed tomography lung analysis and pulmonary function tests in chronic obstructive pulmonary disease patients. THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2020. [DOI: 10.1186/s43055-020-00281-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]  Open
17
Khemasuwan D, Sorensen JS, Colt HG. Artificial intelligence in pulmonary medicine: computer vision, predictive model and COVID-19. Eur Respir Rev 2020;29:29/157/200181. [PMID: 33004526 PMCID: PMC7537944 DOI: 10.1183/16000617.0181-2020] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 08/20/2020] [Indexed: 12/21/2022]  Open
18
Exarchos KP, Beltsiou M, Votti CA, Kostikas K. Artificial intelligence techniques in asthma: a systematic review and critical appraisal of the existing literature. Eur Respir J 2020;56:13993003.00521-2020. [PMID: 32381498 DOI: 10.1183/13993003.00521-2020] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Accepted: 04/29/2020] [Indexed: 12/22/2022]
19
Battineni G, Sagaro GG, Chinatalapudi N, Amenta F. Applications of Machine Learning Predictive Models in the Chronic Disease Diagnosis. J Pers Med 2020;10:jpm10020021. [PMID: 32244292 PMCID: PMC7354442 DOI: 10.3390/jpm10020021] [Citation(s) in RCA: 83] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 03/09/2020] [Accepted: 03/23/2020] [Indexed: 02/07/2023]  Open
20
Mlodzinski E, Stone DJ, Celi LA. Machine Learning for Pulmonary and Critical Care Medicine: A Narrative Review. Pulm Ther 2020;6:67-77. [PMID: 32048244 PMCID: PMC7229087 DOI: 10.1007/s41030-020-00110-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Indexed: 01/22/2023]  Open
21
Koo HJ, Lee SM, Seo JB, Lee SM, Kim N, Oh SY, Lee JS, Oh YM. Prediction of Pulmonary Function in Patients with Chronic Obstructive Pulmonary Disease: Correlation with Quantitative CT Parameters. Korean J Radiol 2020;20:683-692. [PMID: 30887750 PMCID: PMC6424824 DOI: 10.3348/kjr.2018.0391] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Accepted: 12/05/2018] [Indexed: 11/15/2022]  Open
22
Lindow T, Kron J, Thulesius H, Ljungström E, Pahlm O. Erroneous computer-based interpretations of atrial fibrillation and atrial flutter in a Swedish primary health care setting. Scand J Prim Health Care 2019;37:426-433. [PMID: 31684791 PMCID: PMC6883419 DOI: 10.1080/02813432.2019.1684429] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]  Open
23
Delclaux C. No need for pulmonologists to interpret pulmonary function tests. Eur Respir J 2019;54:54/1/1900829. [DOI: 10.1183/13993003.00829-2019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 05/29/2019] [Indexed: 11/05/2022]
24
Franssen FME, Alter P, Bar N, Benedikter BJ, Iurato S, Maier D, Maxheim M, Roessler FK, Spruit MA, Vogelmeier CF, Wouters EFM, Schmeck B. Personalized medicine for patients with COPD: where are we? Int J Chron Obstruct Pulmon Dis 2019;14:1465-1484. [PMID: 31371934 PMCID: PMC6636434 DOI: 10.2147/copd.s175706] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2019] [Accepted: 06/05/2019] [Indexed: 12/19/2022]  Open
25
Topalovic M, Das N, Burgel PR, Daenen M, Derom E, Haenebalcke C, Janssen R, Kerstjens HAM, Liistro G, Louis R, Ninane V, Pison C, Schlesser M, Vercauter P, Vogelmeier CF, Wouters E, Wynants J, Janssens W. Artificial intelligence outperforms pulmonologists in the interpretation of pulmonary function tests. Eur Respir J 2019;53:13993003.01660-2018. [PMID: 30765505 DOI: 10.1183/13993003.01660-2018] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 01/25/2019] [Indexed: 12/29/2022]
26
Artificial intelligence in diagnosis of obstructive lung disease: current status and future potential. Curr Opin Pulm Med 2019;24:117-123. [PMID: 29251699 DOI: 10.1097/mcp.0000000000000459] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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