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Active learning using deep Bayesian networks for surgical workflow analysis.
Bodenstedt S, Rivoir D, Jenke A, Wagner M, Breucha M, Müller-Stich B, Mees ST, Weitz J, Speidel S. Bodenstedt S, et al. Among authors: speidel s. Int J Comput Assist Radiol Surg. 2019 Jun;14(6):1079-1087. doi: 10.1007/s11548-019-01963-9. Epub 2019 Apr 9. Int J Comput Assist Radiol Surg. 2019. PMID: 30968355
Crowdtruth validation: a new paradigm for validating algorithms that rely on image correspondences.
Maier-Hein L, Kondermann D, Roß T, Mersmann S, Heim E, Bodenstedt S, Kenngott HG, Sanchez A, Wagner M, Preukschas A, Wekerle AL, Helfert S, März K, Mehrabi A, Speidel S, Stock C. Maier-Hein L, et al. Among authors: speidel s. Int J Comput Assist Radiol Surg. 2015 Aug;10(8):1201-12. doi: 10.1007/s11548-015-1168-3. Epub 2015 Apr 18. Int J Comput Assist Radiol Surg. 2015. PMID: 25895078
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning.
Ross T, Zimmerer D, Vemuri A, Isensee F, Wiesenfarth M, Bodenstedt S, Both F, Kessler P, Wagner M, Müller B, Kenngott H, Speidel S, Kopp-Schneider A, Maier-Hein K, Maier-Hein L. Ross T, et al. Among authors: speidel s. Int J Comput Assist Radiol Surg. 2018 Jun;13(6):925-933. doi: 10.1007/s11548-018-1772-0. Epub 2018 Apr 27. Int J Comput Assist Radiol Surg. 2018. PMID: 29704196
Prediction of laparoscopic procedure duration using unlabeled, multimodal sensor data.
Bodenstedt S, Wagner M, Mündermann L, Kenngott H, Müller-Stich B, Breucha M, Mees ST, Weitz J, Speidel S. Bodenstedt S, et al. Among authors: speidel s. Int J Comput Assist Radiol Surg. 2019 Jun;14(6):1089-1095. doi: 10.1007/s11548-019-01966-6. Epub 2019 Apr 9. Int J Comput Assist Radiol Surg. 2019. PMID: 30968352
Artificial Intelligence-Assisted Surgery: Potential and Challenges.
Bodenstedt S, Wagner M, Müller-Stich BP, Weitz J, Speidel S. Bodenstedt S, et al. Among authors: speidel s. Visc Med. 2020 Dec;36(6):450-455. doi: 10.1159/000511351. Epub 2020 Nov 4. Visc Med. 2020. PMID: 33447600 Free PMC article. Review.
134 results