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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: pogorelov k. Sci Data. 2020 Aug 28;7(1):283. doi: 10.1038/s41597-020-00622-y. Sci Data. 2020. PMID: 32859981 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: pogorelov k. 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.
COCO: an annotated Twitter dataset of COVID-19 conspiracy theories.
Langguth J, Schroeder DT, Filkuková P, Brenner S, Phillips J, Pogorelov K. Langguth J, et al. Among authors: pogorelov k. J Comput Soc Sci. 2023 Apr 4:1-42. doi: 10.1007/s42001-023-00200-3. Online ahead of print. J Comput Soc Sci. 2023. PMID: 37363806 Free PMC article.
Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge.
Bernal J, Tajkbaksh N, Sanchez FJ, Matuszewski BJ, Hao Chen, Lequan Yu, Angermann Q, Romain O, Rustad B, Balasingham I, Pogorelov K, Sungbin Choi, Debard Q, Maier-Hein L, Speidel S, Stoyanov D, Brandao P, Cordova H, Sanchez-Montes C, Gurudu SR, Fernandez-Esparrach G, Dray X, Jianming Liang, Histace A. Bernal J, et al. Among authors: pogorelov k. IEEE Trans Med Imaging. 2017 Jun;36(6):1231-1249. doi: 10.1109/TMI.2017.2664042. Epub 2017 Feb 2. IEEE Trans Med Imaging. 2017. PMID: 28182555 Free article.