Computational methods and clinical applications in musculoskeletal imaging : 5th International Workshop, MSKI 2017, held in conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Revised selected papers /: 5th International Workshop, MSKI 2017, held in conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Revised selected papers. (2018)

• Record Type: Book
• Other Titles: MSKI 2017
• Further Information: Note: Ben Glocker, Jianhua Yao, Tomaž Vrtovec, Alejandro Frangi, Guoyan Zheng (eds.).
• Editors: Glocker, Ben; (Manager of clinical image processing services), Yao, Jianhua; Vrtovec, Tomaž; Frangi, Alejandro F; Zheng, Guoyan
• Other Names: MSKI (Workshop), 5th
• Contents: Localization of Bone Surfaces from Ultrasound Data Using Local Phase Information and Signal Transmission Maps -- Shape-aware Deep Convolutional Neural Network for Vertebrae Segmentation -- Automated Characterization of Body Composition and Frailty with Clinically Acquired CT -- Unfolded cylindrical projection for rib fracture diagnosis -- 3D Cobb Angle Measurements from Scoliotic Mesh Models with Varying Face-Vertex Density -- Automatic Localization of the Lumbar Vertebral Landmarks in CT Images with Context Features -- Joint Multimodal Segmentation of Clinical CT and MR from Hip Arthroplasty Patients -- Reconstruction of 3D muscle fiber structure using high resolution cryosectioned volume -- Segmentation of Pathological Spines in CT Images Using a Two-Way CNN and a Collision-Based Model -- Attention-driven deep learning for pathological spine segmentation -- Automatic Full Femur Segmentation from Computed Tomography Datasets using an Atlas-Based Approach -- Classification of Osteoporotic Vertebral Fractures using Shape and Appearance Modelling -- DSMS-FCN: A Deeply Supervised Multi-Scale Fully Convolutional Network for Automatic Segmentation of Intervertebral Disc in 3D MR Images.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xii, 161 pages), illustrations
• Subjects: 616.7/0754; Computer science; Musculoskeletal system -- Imaging -- Congresses; Computer vision; Artificial intelligence; Computer Communication Networks; Musculoskeletal system -- Imaging; Computers -- Intelligence (AI) & Semantics; Computers -- Hardware -- Network Hardware; Artificial intelligence; Network hardware; Computers -- Computer Graphics; Image processing; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319741130; 3319741136
• Related ISBNs: 9783319741123; 3319741128
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed January 30, 2018).
• 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.