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"The Continuous Registration Challenge: Evaluation-As-A-Service for Medical Image Registration Algorithms"
Kasper Marstal, Floris Berendsen, Niels Dekker, Marius Staring and Stefan Klein
Abstract
We have developed an open source, collaborative platform for researchers to develop, compare, and improve medical image registration algorithms. The platform handles data management, unit testing, and benchmarking of registration methods in a fully automatic fashion. In this paper we describe the platform and present the Continuous Registration Challenge. The challenge focuses on registration of lung CT and brain MR images and includes eight publicly available data sets. The platform is made available to the community as an open source project and can be used for organization of future challenges.
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Copyright © 2019 by the authors.
Published version © 2019 by IEEE.
Personal use of this material is permitted. However, permission to reprint or republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works, must be obtained from the copyright holder.
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BibTeX entry
| @inproceedings{Marstal:2019, |
| author |
= {Marstal, Kasper and Berendsen, Floris and Dekker, Niels and Staring, Marius and Klein, Stefan}, |
| title |
= {The Continuous Registration Challenge: Evaluation-As-A-Service for Medical Image Registration Algorithms}, |
| booktitle |
= {IEEE International Symposium on Biomedical Imaging (ISBI)}, |
| address |
= {Venice, Italy}, |
| pages |
= {1399 - 1402}, |
| month |
= {April}, |
| year |
= {2019}, |
| } |
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| last modified: 11-05-2020 |
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