Computational Methods and Clinical Applications for Spine Imaging: Third International Workshop and Challenge, CSI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings

✍ Scribed by Tomaž Vrtovec, Jianhua Yao, Ben Glocker, Tobias Klinder, Alejandro Frangi, Guoyan Zheng, Shuo Li (eds.)

Publisher: Springer International Publishing
Year: 2016
Tongue: English
Leaves: 167
Series: Lecture Notes in Computer Science 9402
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book constitutes the refereed proceedings of the Third International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2015, held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015. The 9 workshop papers and 6 challenge contributions were carefully reviewed and selected for inclusion in this volume. The papers cover all major aspects related to spine imaging.

✦ Table of Contents

Front Matter....Pages I-X
Front Matter....Pages 1-1
Automated Pedicle Screw Size and Trajectory Planning by Maximization of Fastening Strength....Pages 3-13
Automatic Modic Changes Classification in Spinal MRI....Pages 14-26
Patient Registration via Topologically Encoded Depth Projection Images in Spine Surgery....Pages 27-37
Automatic Localisation of Vertebrae in DXA Images Using Random Forest Regression Voting....Pages 38-51
Robust CT to US 3D-3D Registration by Using Principal Component Analysis and Kalman Filtering....Pages 52-63
Cortical Bone Thickness Estimation in CT Images: A Model-Based Approach Without Profile Fitting....Pages 64-73
Multi-atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT....Pages 74-84
Statistical Shape Model Construction of Lumbar Vertebrae and Intervertebral Discs in Segmentation for Discectomy Surgery Simulation....Pages 85-96
Automatic Intervertebral Discs Localization and Segmentation: A Vertebral Approach....Pages 97-103
Front Matter....Pages 105-105
Segmentation of Intervertebral Discs in 3D MRI Data Using Multi-atlas Based Registration....Pages 107-116
Deformable Model-Based Segmentation of Intervertebral Discs from MR Spine Images by Using the SSC Descriptor....Pages 117-124
3D Intervertebral Disc Segmentation from MRI Using Supervoxel-Based CRFs....Pages 125-129
Automatic Intervertebral Disc Localization and Segmentation in 3D MR Images Based on Regression Forests and Active Contours....Pages 130-140
Localization and Segmentation of 3D Intervertebral Discs from MR Images via a Learning Based Method: A Validation Framework....Pages 141-149
Automated Intervertebral Disc Segmentation Using Probabilistic Shape Estimation and Active Shape Models....Pages 150-158
Back Matter....Pages 159-159

✦ Subjects

Image Processing and Computer Vision;Pattern Recognition;Computer Graphics;Artificial Intelligence (incl. Robotics);Simulation and Modeling;Algorithm Analysis and Problem Complexity

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