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

Martin Wagner, Beat-Peter 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, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng Ann Heng, Isabell Twick, Kadir Kirtac, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Long Zhao, Zhenxiao Ge, Haiming Sun, Di Xie, Mengqi Guo, Daochang Liu, Hannes G. Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Annette Kopp-Schneider, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt

Open source

DOI
10.1016/j.media.2023.102770
Published
2023-05
Container
Medical Image Analysis
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.media.2023.102770,
  title = {Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark},
  author = {Martin Wagner and Beat-Peter Müller-Stich and Anna Kisilenko and Duc Tran and Patrick Heger and Lars Mündermann and David M Lubotsky and Benjamin Müller and Tornike Davitashvili and Manuela Capek and Annika Reinke and Carissa Reid and Tong Yu and Armine Vardazaryan and Chinedu Innocent Nwoye and Nicolas Padoy and Xinyang Liu and Eung-Joo Lee and Constantin Disch and Hans Meine and Tong Xia and Fucang Jia and Satoshi Kondo and Wolfgang Reiter and Yueming Jin and Yonghao Long and Meirui Jiang and Qi Dou and Pheng Ann Heng and Isabell Twick and Kadir Kirtac and Enes Hosgor and Jon Lindström Bolmgren and Michael Stenzel and Björn von Siemens and Long Zhao and Zhenxiao Ge and Haiming Sun and Di Xie and Mengqi Guo and Daochang Liu and Hannes G. Kenngott and Felix Nickel and Moritz von Frankenberg and Franziska Mathis-Ullrich and Annette Kopp-Schneider and Lena Maier-Hein and Stefanie Speidel and Sebastian Bodenstedt},
  year = {2023},
  journal = {Medical Image Analysis},
  doi = {10.1016/j.media.2023.102770},
  url = {https://doi.org/10.1016/j.media.2023.102770}
}

RIS

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

APA

Wagner, M., Müller-Stich, B., Kisilenko, A., Tran, D., Heger, P., Mündermann, L., Lubotsky, D. M., Müller, B., Davitashvili, T., Capek, M., Reinke, A., Reid, C., Yu, T., Vardazaryan, A., Nwoye, C. I., Padoy, N., Liu, X., Lee, E., Disch, C., Meine, H., Xia, T., Jia, F., Kondo, S., Reiter, W., Jin, Y., Long, Y., Jiang, M., Dou, Q., Heng, P. A., Twick, I., Kirtac, K., Hosgor, E., Bolmgren, J. L., Stenzel, M., Siemens, B. V., Zhao, L., Ge, Z., Sun, H., Xie, D., Guo, M., Liu, D., Kenngott, H. G., Nickel, F., Frankenberg, M. V., Mathis-Ullrich, F., Kopp-Schneider, A., Maier-Hein, L., Speidel, S., & Bodenstedt, S. (2023). Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. Medical Image Analysis. https://doi.org/10.1016/j.media.2023.102770

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