Literature DB >> 33939608

AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design.

Jianning Li, Pedro Pimentel, Angelika Szengel, Moritz Ehlke, Hans Lamecker, Stefan Zachow, Laura Estacio, Christian Doenitz, Heiko Ramm, Haochen Shi, Xiaojun Chen, Franco Matzkin, Virginia Newcombe, Enzo Ferrante, Yuan Jin, David G Ellis, Michele R Aizenberg, Oldrich Kodym, Michal Spanel, Adam Herout, James G Mainprize, Zachary Fishman, Michael R Hardisty, Amirhossein Bayat, Suprosanna Shit, Bomin Wang, Zhi Liu, Matthias Eder, Antonio Pepe, Christina Gsaxner, Victor Alves, Ulrike Zefferer, Gord von Campe, Karin Pistracher, Ute Schafer, Dieter Schmalstieg, Bjoern H Menze, Ben Glocker, Jan Egger.   

Abstract

The aim of this paper is to provide a comprehensive overview of the MICCAI 2020 AutoImplant Challenge. The approaches and publications submitted and accepted within the challenge will be summarized and reported, highlighting common algorithmic trends and algorithmic diversity. Furthermore, the evaluation results will be presented, compared and discussed in regard to the challenge aim: seeking for low cost, fast and fully automated solutions for cranial implant design. Based on feedback from collaborating neurosurgeons, this paper concludes by stating open issues and post-challenge requirements for intra-operative use. The codes can be found at https://github.com/Jianningli/tmi.

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Mesh:

Year:  2021        PMID: 33939608     DOI: 10.1109/TMI.2021.3077047

Source DB:  PubMed          Journal:  IEEE Trans Med Imaging        ISSN: 0278-0062            Impact factor:   10.048


  3 in total

1.  Deep learning-a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact.

Authors:  Jan Egger; Antonio Pepe; Christina Gsaxner; Yuan Jin; Jianning Li; Roman Kern
Journal:  PeerJ Comput Sci       Date:  2021-11-17

2.  MUG500+: Database of 500 high-resolution healthy human skulls and 29 craniotomy skulls and implants.

Authors:  Jianning Li; Marcell Krall; Florian Trummer; Afaque Rafique Memon; Antonio Pepe; Christina Gsaxner; Yuan Jin; Xiaojun Chen; Hannes Deutschmann; Ulrike Zefferer; Ute Schäfer; Gord von Campe; Jan Egger
Journal:  Data Brief       Date:  2021-11-04

3.  Studierfenster: an Open Science Cloud-Based Medical Imaging Analysis Platform.

Authors:  Jan Egger; Daniel Wild; Maximilian Weber; Christopher A Ramirez Bedoya; Florian Karner; Alexander Prutsch; Michael Schmied; Christina Dionysio; Dominik Krobath; Yuan Jin; Christina Gsaxner; Jianning Li; Antonio Pepe
Journal:  J Digit Imaging       Date:  2022-01-21       Impact factor: 4.056

  3 in total

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