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A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging.
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.
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: smedsrud ph.
Sci Data. 2020 Aug 28;7(1):283. doi: 10.1038/s41597-020-00622-y.
Sci Data. 2020.
PMID: 32859981
Free PMC article.
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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.
Sci Data. 2021 May 27;8(1):142. doi: 10.1038/s41597-021-00920-z.
Sci Data. 2021.
PMID: 34045470
Free PMC article.
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A Comprehensive Study on Colorectal Polyp Segmentation With ResUNet++, Conditional Random Field and Test-Time Augmentation.
Jha D, Smedsrud PH, Johansen D, de Lange T, Johansen HD, Halvorsen P, Riegler MA.
Jha D, et al. Among authors: smedsrud ph.
IEEE J Biomed Health Inform. 2021 Jun;25(6):2029-2040. doi: 10.1109/JBHI.2021.3049304. Epub 2021 Jun 3.
IEEE J Biomed Health Inform. 2021.
PMID: 33400658
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