Welcome to the FeTS 2021 Challenge!
The first Computational Competition on Federated Learning.
The FeTS 2021 challenge focuses on federated learning and robustness to distribution shifts between medical institutions for the task of brain tumor segmentation. For those of you who previously participated in the BraTS challenge, it is worth noting that the FeTS Challenge will be different in that:
- the MRI dataset are provided together with their source information.
- your submission for evaluation requires your code instead of your predicted segmentations, as we would need to run your method in unseen data that reside on collaborating institutions across the globe.
These webpages contain instructions relating to data and participation details for each task, as well as additional information on implementation and requirement specifications for each particular task to help you get started.
Thanks again for your interest in this year’s FeTS Challenge, and we look forward to your participation.
The FeTS 2021 organizing committee.
Sep 8th: Two exciting keynote speakers confirmed for our MICCAI satellite event More information here!
All deadlines are for 23:59 Eastern Time
|21 May||Training phase (Release of training data + associated ground truth).|
|14 Jun||Validation phase (Release of validation data. Hidden ground truth).|
|19 Jul||Initial short paper submission on the CMT system using the LNCS template.|
|26 Jul||Submission of prediction algorithm (incl. all required task-specific uploads).|
|02 Aug||Final submission of short paper (both tasks) and parameters of prediction algorithm (task-1; no algorithmic changes permitted).|
|26 Jul-27 Aug||Testing phase (Evaluation by organizers, only for methods with submitted papers).|
|03 Sep||Contacting top-ranked methods (Leaderboard 1) to prepare their oral presentation for MICCAI.|
|13 Sep||Second evaluation phase deadline (Leaderboard 2)|
|14 Sep-27 Sep||Second testing phase (Evaluation by organizers).|
|29 Sep||Contacting top-ranked methods of Leaderboard 2, to prepare their oral presentation for MICCAI.|
|01 Oct||FeTS Challenge at MICCAI: Announcement of top ranked teams.|
|24 Oct||Submission deadline for extended LNCS papers (12-14 pages).|
|03 Nov||Reviewers’ feedback.|
|10 Nov||Camera-ready paper submission.|
|15 Dec||Summarizing meta-analysis manuscript.|
Table of Contents
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