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 /: third International Workshop and Challenge, CSI 2015, held in conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings. (2016)

• Record Type: Book
• Other Titles: CSI 2015
• Further Information: Note: Tomaž Vrtovec, Jianhua Yao, Ben Glocker, Tobias Klinder, Alejandro Frangi, Guoyan Zheng, Shuo Li (eds.).
• Editors: Vrtovec, Tomaž; (Manager of clinical image processing services), Yao, Jianhua; Glocker, Ben; Klinder, Tobias; Frangi, Alejandro F; Zheng, Guoyan; Li, Shuo, 1974-
• Other Names: Computational Methods and Clinical Applications for Spine Imaging (Workshop), 3rd; International Conference on Medical Image Computing and Computer-Assisted Intervention, 18th
• Contents: Automated Pedicle Screw Size and Trajectory Planning by Maximization of Fastening Strength -- Automatic Modic Changes Classification in Spinal MRI -- Patient Registration via Topologically Encoded Depth Projection Images in Spine Surgery -- Automatic Localisation of Vertebrae in DXA Images Using Random Forest Regression Voting -- Robust CT to US 3D-3D Registration by Using Principal Component Analysis and Kalman Filtering -- Cortical Bone Thickness Estimation in CT Images: A Model-Based Approach Without Profile Fitting -- Multi-Atlas Segmentation with Joint Label Fusion of Osteoporotic Vertebral Compression Fractures on CT -- Statistical Shape Model Construction of Lumbar Vertebrae and Intervertebral Discs in Segmentation for Discectomy Surgery Simulation -- Automatic Intervertebral Discs Localization and Segmentation: A Vertebral Approach -- Segmentation of Intervertebral Discs in 3D MRI Data Using Multi-Atlas Based Registration -- Deformable Model-Based Segmentation of Intervertebral Discs from MR Spine Images by Using the SSC Descriptor -- 3D Intervertebral Disc Segmentation from MRI Using Supervoxel-Based CRFs -- Automatic Intervertebral Disc Localization and Segmentation in 3D MR Images Based on Regression Forests and Active Contours -- Localization and Segmentation of 3D Intervertebral Discs from MR Images via a Learning Based Method: A Validation Framework -- Automated Intervertebral Disc Segmentation Using Probabilistic Shape Estimation and Active Shape Models. .
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (x, 159 pages), illustrations
• Subjects: 616.7/30754; Computer science; Spine -- Imaging -- Congresses; Spine -- Imaging; Computers -- Computer Vision & Pattern Recognition; Computers -- Computer Graphics; Computers -- Intelligence (AI) & Semantics; Computers -- Computer Simulation; Computers -- Programming -- Algorithms; Pattern recognition; Graphics programming; Artificial intelligence; Computer modelling & simulation; Algorithms & data structures; Computer vision; Optical pattern recognition; Computer graphics; Artificial intelligence; Computer simulation; Computer software; Image processing; Electronic books; Conference papers and proceedings; Electronic books
• Languages: English
• ISBNs: 9783319418278; 3319418270; 3319418262; 9783319418261
• Related ISBNs: 9783319418261
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed July 26, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.