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

Moritz von Frankenberg

Martin Wagner 0001 Beat P. Müller-Stich Anna Kisilenko Duc Tran Patrick Heger Lars Mündermann David M. Lubotsky Benjamin Müller Tornike Davitashvili Manuela Capek Annika Reinke Carissa Reid Tong Yu 0009 Armine Vardazaryan Chinedu Innocent Nwoye Nicolas Padoy Xinyang Liu Eungjoo Lee 0001 Constantin Disch Hans Meine Tong Xia Fucang Jia Satoshi Kondo Wolfgang Reiter Yueming Jin Yonghao Long 0001 Meirui Jiang Qi Dou 0001 Pheng-Ann Heng Isabell Twick Kadir Kirtaç Enes Hosgor Jon Lindström Bolmgren Michael Stenzel Björn von Siemens Long Zhao Zhenxiao Ge Haiming Sun Di Xie Mengqi Guo Daochang Liu Hannes Götz Kenngott Felix Nickel Moritz von Frankenberg Franziska Mathis-Ullrich Annette Kopp-Schneider Lena Maier-Hein Stefanie Speidel Sebastian Bodenstedt Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. 102770 2023 May 86 Medical Image Anal. https://doi.org/10.1016/j.media.2023.102770 db/journals/mia/mia86.html#WagnerMKTHMLMDCRRYVNPLLDMXJKRJLJDHT23

Martin Wagner 0001 Beat Peter Müller-Stich Anna Kisilenko Duc Tran Patrick Heger Lars Mündermann David M. Lubotsky Benjamin Müller Tornike Davitashvili Manuela Capek Annika Reinke Tong Yu 0009 Armine Vardazaryan Chinedu Innocent Nwoye Nicolas Padoy Xinyang Liu Eungjoo Lee 0001 Constantin Disch Hans Meine Tong Xia Fucang Jia Satoshi Kondo Wolfgang Reiter Yueming Jin Yonghao Long 0001 Meirui Jiang Qi Dou 0001 Pheng-Ann Heng Isabell Twick Kadir Kirtaç Enes Hosgor Jon Lindström Bolmgren Michael Stenzel Björn von Siemens Hannes Götz Kenngott Felix Nickel Moritz von Frankenberg Franziska Mathis-Ullrich Lena Maier-Hein Stefanie Speidel Sebastian Bodenstedt Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark. 2021 abs/2109.14956 CoRR https://arxiv.org/abs/2109.14956 db/journals/corr/corr2109.html#abs-2109-14956

Sebastian Bodenstedt Jon Lindström Bolmgren Manuela Capek Tornike Davitashvili Constantin Disch Qi Dou 0001 Zhenxiao Ge Mengqi Guo Patrick Heger Pheng-Ann Heng Enes Hosgor Fucang Jia Meirui Jiang Yueming Jin Hannes KenngottHannes Götz Kenngott Kadir Kirtaç Anna Kisilenko Satoshi Kondo Annette Kopp-Schneider Eungjoo Lee 0001 Daochang Liu Xinyang Liu Yonghao Long 0001 David M. Lubotsky Lena Maier-Hein Franziska Mathis-Ullrich Hans Meine Benjamin Müller Beat P. Müller-StichBeat Peter Müller-Stich Lars Mündermann Felix Nickel Chinedu Innocent Nwoye Nicolas Padoy Carissa Reid Annika Reinke Wolfgang Reiter Björn von Siemens Stefanie Speidel Michael Stenzel Haiming Sun Duc Tran Isabell Twick Armine Vardazaryan Martin Wagner 0001 Tong Xia Di Xie Tong Yu 0009 Long Zhao