On meniscus segmentation from 3D knee MRI, end-to-end fine-tuned SAM matches 3D U-Net in Dice score but remains inferior in Hausdorff distance, while decoder-only SAM performs worse on both.
van Riel, Kaman Chung, Ernst Th
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Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art Performance
On meniscus segmentation from 3D knee MRI, end-to-end fine-tuned SAM matches 3D U-Net in Dice score but remains inferior in Hausdorff distance, while decoder-only SAM performs worse on both.