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Cherenkov imaging has emerged as a promising technique for real-time dosimetry during external beam radiation therapy (EBRT); however, quantitative conversion of Cherenkov signal to delivered radiation dose remains challenging. T...

To address the persistent loss of connectivity and thickness instability in 3D microscopy segmentation of tubular structures, we propose a topology-aware learning framework that explicitly supervises tubular geometry beyond voxel...

Accurate segmentation of the left anterior descending (LAD) coronary artery is essential for cardiac sparing in thoracic radiotherapy, particularly for lung cancer patients receiving high-dose radiation near the heart. However, t...