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CATARACTS: Challenge on automatic tool annotation for cataRACT surgery.
Al Hajj H, Lamard M, Conze PH, Roychowdhury S, Hu X, Maršalkaitė G, Zisimopoulos O, Dedmari MA, Zhao F, Prellberg J, Sahu M, Galdran A, Araújo T, Vo DM, Panda C, Dahiya N, Kondo S, Bian Z, Vahdat A, Bialopetravičius J, Flouty E, Qiu C, Dill S, Mukhopadhyay A, Costa P, Aresta G, Ramamurthy S, Lee SW, Campilho A, Zachow S, Xia S, Conjeti S, Stoyanov D, Armaitis J, Heng PA, Macready WG, Cochener B, Quellec G. Al Hajj H, et al. Among authors: stoyanov d. Med Image Anal. 2019 Feb;52:24-41. doi: 10.1016/j.media.2018.11.008. Epub 2018 Nov 16. Med Image Anal. 2019. PMID: 30468970
EasyLabels: weak labels for scene segmentation in laparoscopic videos.
Fuentes-Hurtado F, Kadkhodamohammadi A, Flouty E, Barbarisi S, Luengo I, Stoyanov D. Fuentes-Hurtado F, et al. Among authors: stoyanov d. Int J Comput Assist Radiol Surg. 2019 Jul;14(7):1247-1257. doi: 10.1007/s11548-019-02003-2. Epub 2019 Jun 4. Int J Comput Assist Radiol Surg. 2019. PMID: 31165349
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy.
Ali S, Dmitrieva M, Ghatwary N, Bano S, Polat G, Temizel A, Krenzer A, Hekalo A, Guo YB, Matuszewski B, Gridach M, Voiculescu I, Yoganand V, Chavan A, Raj A, Nguyen NT, Tran DQ, Huynh LD, Boutry N, Rezvy S, Chen H, Choi YH, Subramanian A, Balasubramanian V, Gao XW, Hu H, Liao Y, Stoyanov D, Daul C, Realdon S, Cannizzaro R, Lamarque D, Tran-Nguyen T, Bailey A, Braden B, East JE, Rittscher J. Ali S, et al. Among authors: stoyanov d. Med Image Anal. 2021 May;70:102002. doi: 10.1016/j.media.2021.102002. Epub 2021 Feb 17. Med Image Anal. 2021. PMID: 33657508 Free article.
CaDIS: Cataract dataset for surgical RGB-image segmentation.
Grammatikopoulou M, Flouty E, Kadkhodamohammadi A, Quellec G, Chow A, Nehme J, Luengo I, Stoyanov D. Grammatikopoulou M, et al. Among authors: stoyanov d. Med Image Anal. 2021 Jul;71:102053. doi: 10.1016/j.media.2021.102053. Epub 2021 Mar 31. Med Image Anal. 2021. PMID: 33864969 Free article.
Surgical data science - from concepts toward clinical translation.
Maier-Hein L, Eisenmann M, Sarikaya D, März K, Collins T, Malpani A, Fallert J, Feussner H, Giannarou S, Mascagni P, Nakawala H, Park A, Pugh C, Stoyanov D, Vedula SS, Cleary K, Fichtinger G, Forestier G, Gibaud B, Grantcharov T, Hashizume M, Heckmann-Nötzel D, Kenngott HG, Kikinis R, Mündermann L, Navab N, Onogur S, Roß T, Sznitman R, Taylor RH, Tizabi MD, Wagner M, Hager GD, Neumuth T, Padoy N, Collins J, Gockel I, Goedeke J, Hashimoto DA, Joyeux L, Lam K, Leff DR, Madani A, Marcus HJ, Meireles O, Seitel A, Teber D, Ückert F, Müller-Stich BP, Jannin P, Speidel S. Maier-Hein L, et al. Among authors: stoyanov d. Med Image Anal. 2022 Feb;76:102306. doi: 10.1016/j.media.2021.102306. Epub 2021 Nov 18. Med Image Anal. 2022. PMID: 34879287 Free PMC article. Review.
325 results