An AI pipeline using GAN-generated MRI-like images and U-Net segmentation produces automated 3D thoracolumbar spine reconstructions from MRI with 88% Dice score and reduces processing time from 1 hour to under 1 minute while preserving scoliosis deformity features.
The safety and accuracy of radiation-free spinal navigation using a short, scoliosis- specific BoneMRI-protocol, compared to CT
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AI Approach for MRI-only Full-Spine Vertebral Segmentation and 3D Reconstruction in Paediatric Scoliosis
An AI pipeline using GAN-generated MRI-like images and U-Net segmentation produces automated 3D thoracolumbar spine reconstructions from MRI with 88% Dice score and reduces processing time from 1 hour to under 1 minute while preserving scoliosis deformity features.