Computational Methods and Clinical Applications for Spine Imaging 5th International Workshop and Challenge, CSI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers /
This book constitutes the refereed proceedings of the 5th International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 8 full papers presented together with 8 short...
| Corporate Author: | |
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| Other Authors: | , , , |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2019.
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| Edition: | 1st ed. 2019. |
| Series: | Image Processing, Computer Vision, Pattern Recognition, and Graphics ;
11397 |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-3-030-13736-6 |
Table of Contents:
- 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.