SpineSegDiff, a diffusion model with an nnU-Net pre-segmentation prior, achieves slightly higher Dice scores than nnU-Net and IISDM on the SPIDER lumbar MRI dataset, especially for intervertebral discs.
Dexu Wang, Zhikai Yang, Ziyan Huang, and Lixu Gu
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Diffusion-Based Semantic Segmentation of Lumbar Spine MRI Scans of Lower Back Pain Patients
SpineSegDiff, a diffusion model with an nnU-Net pre-segmentation prior, achieves slightly higher Dice scores than nnU-Net and IISDM on the SPIDER lumbar MRI dataset, especially for intervertebral discs.