G
Gaetan Galisot
Researcher at François Rabelais University
Publications - 6
Citations - 249
Gaetan Galisot is an academic researcher from François Rabelais University. The author has contributed to research in topics: Segmentation & Image segmentation. The author has an hindex of 3, co-authored 5 publications receiving 147 citations.
Papers
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Journal ArticleDOI
Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge
Xiahai Zhuang,Lei Li,Christian Payer,Darko Štern,Martin Urschler,Mattias P. Heinrich,Julien Oster,Chunliang Wang,Örjan Smedby,Cheng Bian,Xin Yang,Pheng-Ann Heng,Aliasghar Mortazi,Ulas Bagci,Guanyu Yang,Chenchen Sun,Gaetan Galisot,Jean-Yves Ramel,Thierry Brouard,Qianqian Tong,Weixin Si,Xiangyun Liao,Guodong Zeng,Zenglin Shi,Guoyan Zheng,Chengjia Wang,Tom MacGillivray,David E. Newby,Kawal Rhode,Sebastien Ourselin,Raad Mohiaddin,Jennifer Keegan,David N. Firmin,Guang Yang +33 more
TL;DR: This work presents the methodologies and evaluation results for the WHS algorithms selected from the submissions to the Multi-Modality Whole Heart Segmentation (MM-WHS) challenge, in conjunction with MICCAI 2017.
Book ChapterDOI
Local Probabilistic Atlases and a Posteriori Correction for the Segmentation of Heart Images
TL;DR: A more adaptive and interactive atlas-based segmentation method that combines several local probabilistic atlases with a topological graph to automatically segment heart structures in MRI or CT scans is proposed.
Posted Content
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge
Xiahai Zhuang,Lei Li,Christian Payer,Darko Štern,Martin Urschler,Mattias P. Heinrich,Julien Oster,Chunliang Wang,Örjan Smedby,Cheng Bian,Xin Yang,Pheng-Ann Heng,Aliasghar Mortazi,Ulas Bagci,Guanyu Yang,Chenchen Sun,Gaetan Galisot,Jean-Yves Ramel,Thierry Brouard,Qianqian Tong,Weixin Si,Xiangyun Liao,Guodong Zeng,Zenglin Shi,Guoyan Zheng,Chengjia Wang,Tom MacGillivray,David E. Newby,Kawal Rhode,Sebastien Ourselin,Raad Mohiaddin,Jennifer Keegan,David N. Firmin,Guang Yang +33 more
TL;DR: The Multi-Modality Whole Heart Segmentation (MM-WHS) challenge as discussed by the authors was held in conjunction with MICCAI 2017, which provided 120 three-dimensional cardiac images covering the whole heart, including 60 CT and 60 MRI volumes.
Proceedings ArticleDOI
A Comparative Study on Voxel Classification Methods for Atlas based Segmentation of Brain Structures from 3D MRI Images
TL;DR: Different classification methods possibly included in local atlases segmentation methods are compared and Graph-cut or CNN segmentation method have shown to be more suitable for interactive segmentation because of their low computation time.
Proceedings ArticleDOI
Image Segmentation using Local Probabilistic Atlases Coupled with Topological Information.
TL;DR: A more adaptive and interactive atlas-based method that allows to combine several local probabilistic atlases with a topological graph and achieves Pixel classification with the help of a hidden Markov random field.