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Year Number of Results
2019 1
2020 1
2021 5
2022 4
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11 results
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Explaining deep neural networks for knowledge discovery in electrocardiogram analysis.
Hicks SA, Isaksen JL, Thambawita V, Ghouse J, Ahlberg G, Linneberg A, Grarup N, Strümke I, Ellervik C, Olesen MS, Hansen T, Graff C, Holstein-Rathlou NH, Halvorsen P, Maleckar MM, Riegler MA, Kanters JK. Hicks SA, et al. Among authors: thambawita v. Sci Rep. 2021 May 26;11(1):10949. doi: 10.1038/s41598-021-90285-5. Sci Rep. 2021. PMID: 34040033 Free PMC article.
Kvasir-Capsule, a video capsule endoscopy dataset.
Smedsrud PH, Thambawita V, Hicks SA, Gjestang H, Nedrejord OO, Næss E, Borgli H, Jha D, Berstad TJD, Eskeland SL, Lux M, Espeland H, Petlund A, Nguyen DTD, Garcia-Ceja E, Johansen D, Schmidt PT, Toth E, Hammer HL, de Lange T, Riegler MA, Halvorsen P. Smedsrud PH, et al. Among authors: thambawita v. Sci Data. 2021 May 27;8(1):142. doi: 10.1038/s41597-021-00920-z. Sci Data. 2021. PMID: 34045470 Free PMC article.
A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging.
Jha D, Ali S, Hicks S, Thambawita V, Borgli H, Smedsrud PH, de Lange T, Pogorelov K, Wang X, Harzig P, Tran MT, Meng W, Hoang TH, Dias D, Ko TH, Agrawal T, Ostroukhova O, Khan Z, Atif Tahir M, Liu Y, Chang Y, Kirkerød M, Johansen D, Lux M, Johansen HD, Riegler MA, Halvorsen P. Jha D, et al. Among authors: thambawita v. Med Image Anal. 2021 May;70:102007. doi: 10.1016/j.media.2021.102007. Epub 2021 Feb 19. Med Image Anal. 2021. PMID: 33740740 Free article.
DeepFake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicine.
Thambawita V, Isaksen JL, Hicks SA, Ghouse J, Ahlberg G, Linneberg A, Grarup N, Ellervik C, Olesen MS, Hansen T, Graff C, Holstein-Rathlou NH, Strümke I, Hammer HL, Maleckar MM, Halvorsen P, Riegler MA, Kanters JK. Thambawita V, et al. Sci Rep. 2021 Nov 9;11(1):21896. doi: 10.1038/s41598-021-01295-2. Sci Rep. 2021. PMID: 34753975 Free PMC article.
HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy.
Borgli H, Thambawita V, Smedsrud PH, Hicks S, Jha D, Eskeland SL, Randel KR, Pogorelov K, Lux M, Nguyen DTD, Johansen D, Griwodz C, Stensland HK, Garcia-Ceja E, Schmidt PT, Hammer HL, Riegler MA, Halvorsen P, de Lange T. Borgli H, et al. Among authors: thambawita v. Sci Data. 2020 Aug 28;7(1):283. doi: 10.1038/s41597-020-00622-y. Sci Data. 2020. PMID: 32859981 Free PMC article.
11 results