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Author Computational Methods and Clinical Applications for Spine Imaging (Workshop) (5th : 2018 : Granada, Spain)

Title 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 / Guoyan Zheng, Daniel Belavy, Yunliang Cai, Shuo Li (eds.)
Published Cham, Switzerland : Springer, 2019
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Description 1 online resource (x, 181 pages) : illustrations (some color)
Series LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Lecture notes in computer science ; 11397
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Lecture notes in computer science ; 11397
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
Summary 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 papers and 1 keynote were carefully reviewed and selected for inclusion in this volume. Papers on novel methodology and clinical research, and also papers which demonstrate the performance of methods on the provided challenges, the aim is to cover both theoretical and very practical aspects of computerized spinal imaging
Notes Includes author index
Online resource; title from PDF title page (SpringerLink, viewed March 21, 2019)
Subject Spine -- Imaging -- Congresses
Spine -- Imaging.
Genre/Form Conference papers and proceedings.
Form Electronic book
Author Belavy, Daniel, editor
Cai, Yunliang, editor.
Li, Shuo, 1974- editor.
Zheng, Guoyan, editor.
International Conference on Medical Image Computing and Computer-Assisted Intervention (21st : 2018 : Granada, Spain), jointly held conference.
ISBN 303013735X
3030137368
3030137376
9783030137359
9783030137366
9783030137373
Other Titles CSI 2018