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Internal feasibility evaluation of SAM-Med3D for cervical cancer clinical target volume segmentation on planning computed tomography

Aug 2026 · Radiological Physics and Technology · Vol 19, pp. 1168 - 1178 · 0 citations · 33 references
Medicine

TL;DR

The SAM-Med3D model was initialized from public pretrained weights and fine-tuned on the training cohort without architectural modification, then assessed with simulated/oracle-guided prompts at 1, 3, 5, 7, 9, and 11 clicks using Dice, HD95, 3-mm surface Dice, and volume consistency.

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