Detail výsledku

AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design

HEROUT, A.; KODYM, O.; ŠPANĚL, M. AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, vol. 40, no. 9, p. 2329-2342. ISSN: 0278-0062.
Typ
článek v časopise
Jazyk
anglicky
Autoři
Herout Adam, prof. Ing., Ph.D., UPGM (FIT)
Kodym Oldřich, Ing., Ph.D., UPGM (FIT)
Španěl Michal, doc. Ing., Ph.D., UPGM (FIT)
a další
Abstrakt

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.

Klíčová slova

Algorithmic diversity, Cranial implants, Evaluation results,  Fully automated, Intra-operative, Low costs

URL
Rok
2021
Strany
2329–2342
Časopis
IEEE TRANSACTIONS ON MEDICAL IMAGING, roč. 40, č. 9, ISSN 0278-0062
DOI
UT WoS
000692208500013
EID Scopus
BibTeX
@article{BUT182945,
  author="Adam {Herout} and Oldřich {Kodym} and Michal {Španěl}",
  title="AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design",
  journal="IEEE TRANSACTIONS ON MEDICAL IMAGING",
  year="2021",
  volume="40",
  number="9",
  pages="2329--2342",
  doi="10.1109/TMI.2021.3077047",
  issn="0278-0062",
  url="https://ieeexplore.ieee.org/document/9420655"
}
Projekty
Moderní metody zpracování, analýzy a zobrazování multimediálních a 3D dat, VUT, Vnitřní projekty VUT, FIT-S-20-6460, zahájení: 2020-03-01, ukončení: 2023-02-28, ukončen
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Pracoviště
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