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"Deep-Onto" network for surgical workflow and context recognition.
Nakawala H, Bianchi R, Pescatori LE, De Cobelli O, Ferrigno G, De Momi E. Nakawala H, et al. Int J Comput Assist Radiol Surg. 2019 Apr;14(4):685-696. doi: 10.1007/s11548-018-1882-8. Epub 2018 Nov 16. Int J Comput Assist Radiol Surg. 2019. PMID: 30443889
Toward a standard ontology of surgical process models.
Gibaud B, Forestier G, Feldmann C, Ferrigno G, Gonçalves P, Haidegger T, Julliard C, Katić D, Kenngott H, Maier-Hein L, März K, de Momi E, Nagy DÁ, Nakawala H, Neumann J, Neumuth T, Rojas Balderrama J, Speidel S, Wagner M, Jannin P. Gibaud B, et al. Among authors: nakawala h. Int J Comput Assist Radiol Surg. 2018 Sep;13(9):1397-1408. doi: 10.1007/s11548-018-1824-5. Epub 2018 Jul 13. Int J Comput Assist Radiol Surg. 2018. PMID: 30006820 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: nakawala h. 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.