The continuous registration challenge: Evaluation-as-a-service for medical image registration algorithms
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.
|Keywords||Grand challenges, Image registration, Reproducibility|
|Persistent URL||dx.doi.org/10.1109/ISBI.2019.8759559, hdl.handle.net/1765/120569|
|Conference||16th IEEE International Symposium on Biomedical Imaging, ISBI 2019|
Marstal, K.K, Berendsen, F.F, Dekker, N, Staring, M, & Klein, S. (2019). The continuous registration challenge: Evaluation-as-a-service for medical image registration algorithms. In Proceedings - International Symposium on Biomedical Imaging (pp. 1399–1402). doi:10.1109/ISBI.2019.8759559