Task Submission
Submission of AI models via Synapse for evaluation on three cross-field MRI translation tasks using provided training, validation, and test data.
AI/CORE Unranked
MRIxFields2026 2026
MRIxFields2026: A Generalizable Cross- Field MRI Translation and Harmonization Challenge
MRIxFields2026 is a benchmark challenge hosted as part of MICCAI 2026, focused on advancing generative AI for cross-field MRI translation and harmonization across the full spectrum of magnetic field strengths (0.1T to 7T). It aims to bridge clinical accessibility of low-field MRI with the diagnostic quality of high-field imaging through structured tasks in synthesis, enhancement, and controllable transformation, supported by a unique dataset of over 2500 multi-center cases.
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Workshop Paper
Original research papers describing challenge methods, experimental settings, and results, to be submitted via OpenReview for peer review and potential presentation at the MICCAI 2026 workshop.
Research areas in scope
01
Challenge Tasks
Ultra-High Field MRI Synthesis from Arbitrary Magnetic Field StrengthsHigher-Field MRI Generation from Ultra-Low Magnetic Field StrengthsControllable Field-to-Field MRI Synthesis with a Unified Conditional Model
Policies worth checking twice
- Workshop papers must be anonymized and limited to 8 pages of main content plus up to 2 additional pages for references.
- Submissions must describe original work not previously published or simultaneously submitted elsewhere.
- Papers must primarily focus on challenge methods, experimental settings, and validation results.
- At least one author of each accepted workshop paper must register for and present at the MICCAI 2026 workshop.
- For the challenge summary paper, first-place teams may include up to three authors, second-place up to two, and third-place one author; authorship is based on highest-ranking task if a team wins multiple.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026