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CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.
Med Image Anal. 2023 May;86:102803. doi: 10.1016/j.media.2023.102803. Epub 2023 Mar 27.
Med Image Anal. 2023.
PMID: 37004378
Weakly supervised convolutional LSTM approach for tool tracking in laparoscopic videos.
Nwoye CI, Mutter D, Marescaux J, Padoy N.
Nwoye CI, et al.
Int J Comput Assist Radiol Surg. 2019 Jun;14(6):1059-1067. doi: 10.1007/s11548-019-01958-6. Epub 2019 Apr 9.
Int J Comput Assist Radiol Surg. 2019.
PMID: 30968356
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Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos.
Nwoye CI, Yu T, Gonzalez C, Seeliger B, Mascagni P, Mutter D, Marescaux J, Padoy N.
Nwoye CI, et al.
Med Image Anal. 2022 May;78:102433. doi: 10.1016/j.media.2022.102433. Epub 2022 Mar 26.
Med Image Anal. 2022.
PMID: 35398658
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Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.
Wagner M, Müller-Stich BP, Kisilenko A, Tran D, Heger P, Mündermann L, Lubotsky DM, Müller B, Davitashvili T, Capek M, Reinke A, Reid C, Yu T, Vardazaryan A, Nwoye CI, Padoy N, Liu X, Lee EJ, Disch C, Meine H, Xia T, Jia F, Kondo S, Reiter W, Jin Y, Long Y, Jiang M, Dou Q, Heng PA, Twick I, Kirtac K, Hosgor E, Bolmgren JL, Stenzel M, von Siemens B, Zhao L, Ge Z, Sun H, Xie D, Guo M, Liu D, Kenngott HG, Nickel F, Frankenberg MV, Mathis-Ullrich F, Kopp-Schneider A, Maier-Hein L, Speidel S, Bodenstedt S.
Wagner M, et al. Among authors: nwoye ci.
Med Image Anal. 2023 May;86:102770. doi: 10.1016/j.media.2023.102770. Epub 2023 Feb 21.
Med Image Anal. 2023.
PMID: 36889206
Free article.
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Rendezvous in time: an attention-based temporal fusion approach for surgical triplet recognition.
Sharma S, Nwoye CI, Mutter D, Padoy N.
Sharma S, et al. Among authors: nwoye ci.
Int J Comput Assist Radiol Surg. 2023 Jun;18(6):1053-1059. doi: 10.1007/s11548-023-02914-1. Epub 2023 Apr 25.
Int J Comput Assist Radiol Surg. 2023.
PMID: 37097518
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Dissecting self-supervised learning methods for surgical computer vision.
Ramesh S, Srivastav V, Alapatt D, Yu T, Murali A, Sestini L, Nwoye CI, Hamoud I, Sharma S, Fleurentin A, Exarchakis G, Karargyris A, Padoy N.
Ramesh S, et al. Among authors: nwoye ci.
Med Image Anal. 2023 Aug;88:102844. doi: 10.1016/j.media.2023.102844. Epub 2023 May 24.
Med Image Anal. 2023.
PMID: 37270898
Free article.
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CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Nwoye CI, Yu T, Sharma S, Murali A, Alapatt D, Vardazaryan A, Yuan K, Hajek J, Reiter W, Yamlahi A, Smidt FH, Zou X, Zheng G, Oliveira B, Torres HR, Kondo S, Kasai S, Holm F, Özsoy E, Gui S, Li H, Raviteja S, Sathish R, Poudel P, Bhattarai B, Wang Z, Rui G, Schellenberg M, Vilaça JL, Czempiel T, Wang Z, Sheet D, Thapa SK, Berniker M, Godau P, Morais P, Regmi S, Tran TN, Fonseca J, Nölke JH, Lima E, Vazquez E, Maier-Hein L, Navab N, Mascagni P, Seeliger B, Gonzalez C, Mutter D, Padoy N.
Nwoye CI, et al.
Med Image Anal. 2023 Oct;89:102888. doi: 10.1016/j.media.2023.102888. Epub 2023 Jul 4.
Med Image Anal. 2023.
PMID: 37451133
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