RegionFM: Interpretable Region-Based Brain MRI Classification Using Foundation Model Embeddings

arXiv:2607.16325 · cs.CV, cs.LG · Submitted 2026-07-15 · Read on arXiv

cs.CV, cs.LG

Submitted: 2026-07-15

Updated: 2026-09-30

Terminology

• Embeddings — 21× in this paper · explained in 2 episodes
• Foundation Model — 20× in this paper · explained in 3 episodes
• Ablation — 13× in this paper · explained in 1 episode
• Fine-Tuning — 9× in this paper · explained in 5 episodes
• Foundation Models — 8× in this paper · explained in 7 episodes
• AUC — 7× in this paper · explained in 2 episodes
• Interpretability — 3× in this paper · explained in 15 episodes
• Ablation study — 1× in this paper · explained in 1 episode
• Additive Decomposition — 1× in this paper · explained in 1 episode
• Open Access Series of Imaging Studies — 1× in this paper

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