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
Patent
System and computer assisted surgery
Lena Maier-Hein,Hannes Kenngott,Hans-Peter Meinzer,Beat Peter Mueller-Stich +3 more
- 04 Mar 2010
TL;DR: In this article, a system and a method of computer assisted surgery in soft tissue is presented, which includes a navigated instrument (14) suitable to be inserted into a living object's soft tissue body part, wherein the instrument when inserted into the body part is suitable to define at least a portion of a section plane with respect to the body parts.
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Self-distillation for surgical action recognition
Amine Yamlahi,Thuy Nuong Tran,Patrick Godau,Melanie Schellenberg,Dominik Michael,Finn-Henri Smidt,Jan-Hinrich Noelke,Tim Adler,Minu D. Tizabi,Chinedu Innocent Nwoye,Nicolas Padoy,Lena Maier-Hein +11 more
TL;DR: In this paper , a self-distillation-based approach was proposed to address class imbalance and potential label ambiguity in surgical video analysis, which outperformed all other solutions submitted to the latest challenge in the field.
GPGPU-beschleunigter anisotroper ICP zur Registrierung von Tiefendaten
Eric Heim,Thomas Kilgus,Sven Haase,Justin Iszatt,Alfred M. Franz,Alexander Seitel,Michael Muller,Markus Fangerau,Joachim Hornegger,Hans-Peter Meinzer,Lena Maier-Hein +10 more
- 01 Jan 2014
TL;DR: In this article, the Iterative Closest Point Algorithm (ICP) is used for the Oberflachenregistrierung of Tiefenbildkameras.
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•Posted Content
Task-specific multispectral band selection
Sebastian J. Wirkert,Fabian Isensee,Fabian Isensee,Anant Vemuri,Leonardo Ayala,Klaus H. Maier-Hein,Baowei Fei,Lena Maier-Hein +7 more
TL;DR: The investigated domain adaptation technique, which only requires unannotated in vivo measurements yielded better results than the pure in silico band selection method, and could guide development of novel and fast multispectral imaging systems suited for interventional use without relying on complex hardware setups or manually labeled data.
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