FOMO: Foundation Model Challenge for Brain MRI's Avatar

FOMO: Foundation Model Challenge for Brain MRI

@fomochallenge.bsky.social

Foundation Model Challenge for Brain MRI hosted @ #MICCAI2025! 🧠

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Organized by researchers from @aicentre.dk @ucph.bsky.social @mghmartinos.bsky.social @harvardmed.bsky.social @bispebjerghospital.bsky.social
@stefanocerri.bsky.social @asbjornmunk.bsky.social @peirong26.bsky.social

22.04.2025 13:22 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

πŸ‡°πŸ‡· Join us for a half-day workshop in South Korea #MICCAI2025!

Read more about the challenge and signup on:

➑️ fomo25.github.io

πŸ€—: huggingface.co/datasets/FOMO25/FOMO-MRI
πŸ’»: github.com/fomo25/baseline-codebase

22.04.2025 13:05 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 1

πŸ’» Comprehensive Code-Release

Participants are provided with a baseline framework to carry out both pretraining and finetuning, enabling them to concentrate on specific components of the workflow.

22.04.2025 13:05 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

πŸ”₯ Few-shot Evaluation on Clinical Data

Both tracks will be evaluated on three few-shot and out-of-domain tasks on clinical data:Β infarct detection, meningioma segmentation, andΒ brain age estimation.

No restrictions on fine-tuning method.

22.04.2025 13:05 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

πŸŽ‰ Two submission tracks:Β "Methods" and "Open"

1️⃣: Train a model onΒ FOMO-60K and competebest pretraining method.

2️⃣: Train a foundation model on any combination of data (both public and private) and showcase your foundation model with no restrictions.

22.04.2025 13:05 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

πŸ’Ώ Large-scale Dataset

We release FOMO-60K, a large-scale dataset of 60,529 brain MRI from diverse set of resources, including clinical scans!

Dataset has been skull-stripped, co-registered and RAS-oriented, making it straightforward to start pretraining on.

Available on πŸ€—

22.04.2025 13:05 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

FOMO25 accepted at #MICCAI2025! πŸš€

Excited to announce the first challenge at MICCAI focusing on the development of self-supervised pretraining of foundation models for brain MRI! 🧠

With access to a large-scale dataset, codebase, cash prices and multiple tracks.

Read more ⬇️

22.04.2025 13:03 β€” πŸ‘ 13    πŸ” 8    πŸ’¬ 1    πŸ“Œ 1

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