DD06

Recent Publications

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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Rivoir, D.DKFZ* ; Funke, I.DKFZ* ; Speidel, S.DKFZ*
On the pitfalls of Batch Normalization for end-to-end video learning: A study on surgical workflow analysis
Medical image analysis 94, 103126 (2024) [10.1016/j.media.2024.103126]2024     Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Eisenmann, M.DKFZ* ; Reinke, A.DKFZ* ; Weru, V.DKFZ* ; et al
Why is the winner the best?
2023The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023, VancouverVancouver, Canada, 18 Jun 2023 - 22 Jun 20232023-06-182023-06-22 arXiv 19955-19966 (2023) [doi.org/10.48550/arXiv.2303.17719]2023     Fulltext Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Müller-Stich, B.Extern* ; Wagner, M. ; Schulze, A. ; Bodenstedt, S.DKFZ* ; Maier-Hein, L.DKFZ* ; Speidel, S.DKFZ* ; Nickel, F. ; Büchler, M. W.
„Cognition-Guided Surgery“ – computergestützte intelligente Assistenzsysteme für die onkologische ChirurgieCognition-Guided Surgery—computer-assisted intelligent assistance systems for oncologic surgery
Wiener klinisches Magazin 25(3), 110 - 115 (2022) [10.1007/s00740-022-00447-y]2022   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Wagner, M.Extern* ; Bodenstedt, S.DKFZ* ; Daum, M. ; Schulze, A. ; Younis, R. ; Brandenburg, J. ; Kolbinger, F. R. ; Distler, M. ; Maier-Hein, L.DKFZ* ; Weitz, J. ; Müller-Stich, B.-P. ; Speidel, S.DKFZ*
The importance of machine learning in autonomous actions for surgical decision making
Artificial intelligence surgery 2(2), 64 - 79 (2022) [10.20517/ais.2022.02]2022   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article (Review Article) Wagner, M. (Corresponding author)DKFZ* ; Schulze, A. ; Haselbeck-Köbler, M. ; Probst, P. ; Brandenburg, J. M. ; Kalkum, E. ; Majlesara, A. ; Ramouz, A. ; Klotz, R. ; Nickel, F. ; März, K.DKFZ* ; Bodenstedt, S.DKFZ* ; Dugas, M. ; Maier-Hein, L.DKFZ* ; Mehrabi, A. ; Speidel, S.DKFZ* ; Büchler, M. W. ; Müller-Stich, B. P.
Artificial intelligence for decision support in surgical oncology - a systematic review
Artificial intelligence surgery 2, 159-72 (2022) [10.20517/ais.2022.2]2022   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Book/Proceedings de Bruijne, M. (Editor) ; Cattin, P. C. (Editor) ; Cotin, S. (Editor) ; Padoy, N. (Editor) ; Speidel, S. (Editor)DKFZ* ; Zheng, Y. (Editor) ; Essert, C. (Editor) ; Baumgartner, M.DKFZ* ; Jäger, P. F.DKFZ* ; Isensee, F.DKFZ* ; Maier-Hein, K. H.DKFZ*
nnDetection: A Self-configuring Method for Medical Object Detection
2021Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 24th International Conference, StrasbourgStrasbourg, France, 27 Sep 2022 - 1 Oct 20222022-09-272022-10-01 Cham : Springer International Publishing, Lecture Notes in Computer Science 12905, (2021) [10.1007/978-3-030-87240-3_51]2021   BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Wagner, M. ; Müller-Stich, B.-P. ; Kisilenko, A. ; Tran, D. ; Heger, P. ; Mündermann, L. ; Lubotsky, D. M. ; Müller, B. ; Davitashvili, T. ; Capek, M. ; Reinke, A.DKFZ* ; Yu, T. ; Vardazaryan, A. ; Nwoye, C. I. ; Padoy, N. ; Liu, X. ; Lee, E.-J. ; 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. ; von Siemens, B. ; Kenngott, H. G. ; Nickel, F. ; von Frankenberg, M. ; Mathis-Ullrich, F. ; Maier-Hein, L.DKFZ* ; Speidel, S.DKFZ* ; Bodenstedt, S.DKFZ*
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
    Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Maier-Hein, L. (First author)DKFZ* ; Vedula, S. S. ; Speidel, S.DKFZ* ; Navab, N. ; Kikinis, R. ; Park, A. ; Eisenmann, M.DKFZ* ; Feussner, H. ; Forestier, G. ; Giannarou, S. ; Hashizume, M. ; Katic, D. ; Kenngott, H. ; Kranzfelder, M. ; Malpani, A. ; März, K.DKFZ* ; Neumuth, T. ; Padoy, N. ; Pugh, C. ; Schoch, N. ; Stoyanov, D. ; Taylor, R. ; Wagner, M. ; Hager, G. D. ; Jannin, P.
Surgical data science for next-generation interventions.
Nature biomedical engineering 1(9), 691 - 696 (2017) [10.1038/s41551-017-0132-7]2017   BibTeX | EndNote: XML, Text | RIS

All known publications ...
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