Computational Methods and Clinical Applications for Spine Imaging : 5th International Workshop and Challenge, Csi 2018, Held in Conjunction with Miccai
Overview
Spinal Cord Gray Matter-White Matter Segmentation on Magnetic Resonance AMIRA Images with MD-GRU.- Predicting Scoliosis in DXA Scans Using Intermediate Representations.- Fast Registration of CT with Intra-operative Ultrasound Images for Spine Surgery.- Automated Grading of Modic Changes Using CNNs - Improving the Performance with Mix-up.- Error Estimation for Appearance Model Segmentation of Musculoskeletal Structures Using Multiple, Independent Sub-models.- Automated Segmentation of Intervertebral Disc using Fully Dilated Separable Deep Neural Networks.- Intensity Standardization of Skeleton in Follow-up Whole-Body MRI.- Towards a Deformable Multi-Surface Approach to Ligamentous Spine Models for Predictive Simulation-Based Scoliosis Surgery Planning.- Intervertebral Disc Segmentation Using Mathematical Morphology-A CNN-Free Approach.
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Details
- ISBN-13: 9783030137359
- ISBN-10: 303013735X
- Publisher: Springer
- Publish Date: March 2019
- Dimensions: 9.21 x 6.14 x 0.41 inches
- Shipping Weight: 0.61 pounds
- Page Count: 181
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