Lena Maier-Hein
German Cancer Research Center
334 Papers
1.1K Citations
Lena Maier-Hein is an academic researcher from German Cancer Research Center. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 36, co-authored 273 publications. Previous affiliations of Lena Maier-Hein include Heidelberg University & Karlsruhe Institute of Technology.
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Papers
•Posted Content
Robust Medical Instrument Segmentation Challenge 2019.
Tobias Roß,Annika Reinke,Peter M. Full,Martin Wagner,Hannes Kenngott,Martin Apitz,Hellena Hempe,Diana Mindroc Filimon,Patrick Scholz,Thuy Nuong Tran,Pierangela Bruno,Pablo Arbeláez,Gui-Bin Bian,Sebastian Bodenstedt,Jon Lindström Bolmgren,Laura Bravo Sánchez,Hua-Bin Chen,Cristina González,Dong Guo,Pål Halvorsen,Pheng-Ann Heng,Enes Hosgor,Zeng-Guang Hou,Fabian Isensee,Debesh Jha,Tingting Jiang,Yueming Jin,Kadir Kirtac,Sabrina Kletz,Stefan Leger,Zhixuan Li,Klaus H. Maier-Hein,Zhen-Liang Ni,Michael Riegler,Klaus Schoeffmann,Ruohua Shi,Stefanie Speidel,Michael Stenzel,Isabell Twick,Guotai Wang,Jiacheng Wang,Liansheng Wang,Lu Wang,Yujie Zhang,Yan-Jie Zhou,Lei Zhu,Manuel Wiesenfarth,Annette Kopp-Schneider,Beat P. Müller-Stich,Lena Maier-Hein +49 more
TL;DR: The results confirm the initial hypothesis, namely that algorithm performance degrades with an increasing domain gap, and suggest that future research should concentrate on detection and segmentation of small, crossing, moving and transparent instrument(s) (parts).
Patent
Visualization of anatomical data by augmented reality
Lena Maier-Hein,Markus Fangerau,Hans-Peter Meinzer,Alexander Seitel +3 more
- 14 Nov 2011
TL;DR: In this article, a sensor means is employed to sense a distance to the surface of a subject to be examined, so that a range image may be acquired, and intensity information is acquired alongside the distance information.
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Articulatory Feature Classification using Surface Electromyography
Szu-Chen Jou,Lena Maier-Hein,Tanja Schultz,Alex Waibel +3 more
- 14 May 2006
TL;DR: An approach for articulatory feature classification based on surface electromyographic signals generated by the facial muscles is presented and it is shown that different articulators have different anticipatory behavior.
Intraoperative Computed Tomography Imaging for Navigated Laparoscopic Renal Surgery: First Clinical Experience
Tobias Simpfendörfer,Claudia Gasch,Gencay Hatiboglu,Michael Muller,Lena Maier-Hein,Markus Hohenfellner,Dogu Teber +6 more
TL;DR: The application of the navigation system is feasible and allows for safe and direct access to complex or endophytic renal masses and limits the application to selected indications.
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Ethical implications of AI in robotic surgical training: A Delphi consensus statement
Justin W. Collins,Hani J. Marcus,Ahmed Ghazi,Ashwin Sridhar,Daniel A. Hashimoto,Gregory D. Hager,Alberto Arezzo,Pierre Jannin,Lena Maier-Hein,Keno März,Pietro Valdastri,Kensaku Mori,Daniel S. Elson,Stamatia Giannarou,Mark Slack,Luke David Ronald Hares,Yanick Beaulieu,Jeff Levy,Guy Laplante,Arvind Ramadorai,Anthony M. Jarc,Ben Andrews,Pablo Garcia,Huzefa Neemuchwala,Alina Andrusaite,Tom Kimpe,David J. Hawkes,John D. Kelly,Danail Stoyanov +28 more
TL;DR: In this paper, a steering group was formed to review the literature and summarize current evidence, and a larger expert panel convened and discussed the ethical implications of AI application based on the current evidence.
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