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
tarafından
 
Zheng, Guoyan. editor.

Başlık
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

Yazar
Zheng, Guoyan. editor.

ISBN
9783030137366

Edisyon
1st ed. 2019.

Fiziksel Niteleme
X, 181 p. 103 illus., 77 illus. in color. online resource.

Seri
Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 11397

İçindekiler
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.

Özet
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. .

Konu Başlığı
Optical data processing.
 
Health informatics.
 
Computer communication systems.
 
Artificial intelligence.
 
Computer hardware.
 
Image Processing and Computer Vision. https://scigraph.springernature.com/ontologies/product-market-codes/I22021
 
Health Informatics. https://scigraph.springernature.com/ontologies/product-market-codes/I23060
 
Computer Communication Networks. https://scigraph.springernature.com/ontologies/product-market-codes/I13022
 
Artificial Intelligence. https://scigraph.springernature.com/ontologies/product-market-codes/I21000
 
Computer Hardware. https://scigraph.springernature.com/ontologies/product-market-codes/I1200X

Yazar Ek Girişi
Zheng, Guoyan.
 
Belavy, Daniel.
 
Cai, Yunliang.
 
Li, Shuo.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-3-030-13736-6


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book429189-1001TA1630 -1650Springer E-Book Collection