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

Front Matter ....Pages I-XII
 Localization of Bone Surfaces from Ultrasound Data Using Local Phase Information and Signal Transmission Maps  (Ilker Hacihaliloglu)....Pages 1-11
 Shape-Aware Deep Convolutional Neural Network for Vertebrae Segmentation  (S. M. Masudur Rahman Al Arif, Karen Knapp, Greg Slabaugh)....Pages 12-24
 Automated Characterization of Body Composition and Frailty with Clinically Acquired CT  (Peijun Hu, Yuankai Huo, Dexing Kong, J. Jeffrey Carr, Richard G. Abramson, Katherine G. Hartley et al.)....Pages 25-35
 Unfolded Cylindrical Projection for Rib Fracture Diagnosis  (Catalina Tobon-Gomez, Tyler Stroud, John Cameron, Dave Elcock, Andrew Murray, Daniel Wyeth et al.)....Pages 36-47
 3D Cobb Angle Measurements from Scoliotic Mesh Models with Varying Face-Vertex Density  (Uroš Petković, Robert Korez, Stefan Parent, Samuel Kadoury, Tomaž Vrtovec)....Pages 48-58
 Automatic Localization of the Lumbar Vertebral Landmarks in CT Images with Context Features  (Dimitrios Damopoulos, Ben Glocker, Guoyan Zheng)....Pages 59-71
 Joint Multimodal Segmentation of Clinical CT and MR from Hip Arthroplasty Patients  (Marta Bianca Maria Ranzini, Michael Ebner, M. Jorge Cardoso, Anastasia Fotiadou, Tom Vercauteren, Johann Henckel et al.)....Pages 72-84
 Reconstruction of 3D Muscle Fiber Structure Using High Resolution Cryosectioned Volume  (Yoshito Otake, Kohei Miyamoto, Axel Ollivier, Futoshi Yokota, Norio Fukuda, Lauren J. O’Donnell et al.)....Pages 85-94
 Segmentation of Pathological Spines in CT Images Using a Two-Way CNN and a Collision-Based Model  (Robert Korez, Boštjan Likar, Franjo Pernuš, Tomaž Vrtovec)....Pages 95-107
 Attention-Driven Deep Learning for Pathological Spine Segmentation  (Anjany Sekuboyina, Jan Kukačka, Jan S. Kirschke, Bjoern H. Menze, Alexander Valentinitsch)....Pages 108-119
 Automatic Full Femur Segmentation from Computed Tomography Datasets Using an Atlas-Based Approach  (Bryce A. Besler, Andrew S. Michalski, Nils D. Forkert, Steven K. Boyd)....Pages 120-132
 Classification of Osteoporotic Vertebral Fractures Using Shape and Appearance Modelling  (Paul A. Bromiley, Eleni P. Kariki, Judith E. Adams, Timothy F. Cootes)....Pages 133-147
 DSMS-FCN: A Deeply Supervised Multi-scale Fully Convolutional Network for Automatic Segmentation of Intervertebral Disc in 3D MR Images  (Guodong Zeng, Guoyan Zheng)....Pages 148-159
Back Matter ....Pages 161-161