Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark

Wagner, Martin; Müller-Stich, Beat-Peter; Kisilenko, Anna; Tran, Duc; Heger, Patrick; Mündermann, Lars; Lubotsky, David M.; Müller, Benjamin; Davitashvili, Tornike; Capek, Manuela; Reinke, Annika; Reid, Carissa; Yu, Tong; Vardazaryan, Armine; Nwoye, Chinedu Innocent; Padoy, Nicolas; Liu, Xinyang; Lee, Eung-Joo; Disch, Constantin; Meine, Hans; Xia, Tong; Jia, Fucang; Kondo, Satoshi; Reiter, Wolfgang; Jin, Yueming; Long, Yonghao; Jiang, Meirui; Dou, Qi; Heng, Pheng Ann; Twick, Isabell; Kirtac, Kadir; Hosgor, Enes; Bolmgren, Jon Lindström; Stenzel, Michael; von Siemens, Björn; Zhao, Long; Ge, Zhenxiao; Sun, Haiming; Xie, Di; Guo, Mengqi; Liu, Daochang; Kenngott, Hannes G.; Nickel, Felix; Frankenberg, Moritz von; Mathis-Ullrich, Franziska; Kopp-Schneider, Annette; Maier-Hein, Lena; Speidel, Stefanie; Bodenstedt, Sebastian

doi:10.48550/arXiv.2109.14956

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark

Wagner, Martin; Müller-Stich, Beat-Peter; Kisilenko, Anna; Tran, Duc; Heger, Patrick; Mündermann, Lars; Lubotsky, David M.; Müller, Benjamin; Davitashvili, Tornike; Capek, Manuela; Reinke, Annika; Reid, Carissa; Yu, Tong; Vardazaryan, Armine; Nwoye, Chinedu Innocent; Padoy, Nicolas; Liu, Xinyang; Lee, Eung-Joo; Disch, Constantin; ... mehr

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DOI: 10.48550/arXiv.2109.14956

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Zitationen: 3

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Seitenaufrufe: 76
seit 11.07.2023

Zugehörige Institution(en) am KIT	Institut für Anthropomatik und Robotik (IAR)
Publikationstyp	Forschungsbericht/Preprint
Publikationsjahr	2021
Sprache	Englisch
Identifikator	KITopen-ID: 1000160426
Umfang	52 S.
Vorab online veröffentlicht am	30.09.2021
Nachgewiesen in	arXiv OpenAlex Dimensions
Relationen in KITopen	Verweist auf Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. Wagner, Martin; Müller-Stich, Beat-Peter; Kisilenko, Anna; Tran, Duc; Heger, Patrick; Mündermann, Lars; Lubotsky, David M.; Müller, Benjamin; Davitashvili,... (2023) Zeitschriftenaufsatz (1000160425)

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Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark