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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: riegler ma. Sci Data. 2020 Aug 28;7(1):283. doi: 10.1038/s41597-020-00622-y. Sci Data. 2020. PMID: 32859981 Free PMC article.
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge.
Roß T, Reinke A, Full PM, Wagner M, Kenngott H, Apitz M, Hempe H, Mindroc-Filimon D, Scholz P, Tran TN, Bruno P, Arbeláez P, Bian GB, Bodenstedt S, Bolmgren JL, Bravo-Sánchez L, Chen HB, González C, Guo D, Halvorsen P, Heng PA, Hosgor E, Hou ZG, Isensee F, Jha D, Jiang T, Jin Y, Kirtac K, Kletz S, Leger S, Li Z, Maier-Hein KH, Ni ZL, Riegler MA, Schoeffmann K, Shi R, Speidel S, Stenzel M, Twick I, Wang G, Wang J, Wang L, Wang L, Zhang Y, Zhou YJ, Zhu L, Wiesenfarth M, Kopp-Schneider A, Müller-Stich BP, Maier-Hein L. Roß T, et al. Among authors: riegler ma. Med Image Anal. 2021 May;70:101920. doi: 10.1016/j.media.2020.101920. Epub 2020 Nov 28. Med Image Anal. 2021. PMID: 33676097 Free 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: riegler ma. 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.
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: riegler ma. Sci Rep. 2021 May 26;11(1):10949. doi: 10.1038/s41598-021-90285-5. Sci Rep. 2021. PMID: 34040033 Free PMC article.
53 results