CenSynCMB: Centre Maps and Physics-Guided Synthesis for Microbleed Detection

arXiv:2607.05325 · cs.CV · Submitted 2026-07-06 · Read on arXiv

cs.CV

Submitted: 2026-07-06

Updated: 2026-10-09

Comments: Accepted at the 2026 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Calibration — 1× in this paper · explained in 9 episodes
• Sparsity — 1× in this paper · explained in 5 episodes

Sources

• MONAI: An open-source framework for deep learning in healthcare
• Isambard-AI: a leadership class supercomputer optimised specifically for Artificial Intelligence
• Attention U-Net: Learning Where to Look for the Pancreas
• MixMicrobleedNet: segmentation of cerebral microbleeds using nnU-Net
• A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

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