Computational Methods and Clinical Applications for Spine Imaging - 4th International Workshop and Challenge, CSI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers - researchr publication

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Jianhua Yao, Tomaz Vrtovec, Guoyan Zheng, Alejandro F. Frangi, Ben Glocker, Shuo Li, editors, Computational Methods and Clinical Applications for Spine Imaging - 4th International Workshop and Challenge, CSI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers. Volume 10182 of Lecture Notes in Computer Science, Springer, 2016. [doi]

Conference: miccai2016

Abstract is missing.

Improving an Active Shape Model with Random Classification Forest for Segmentation of Cervical VertebraeS. M. Masudur Rahman Al-Arif, Michael Gundry, Karen Knapp, Gregory G. Slabaugh. 3-15 [doi]

Machine Learning Based Bone Segmentation in UltrasoundNora Baka, Sieger Leenstra, Theo van Walsum. 16-25 [doi]

Variational Segmentation of the White and Gray Matter in the Spinal Cord Using a Shape PriorAntal Horváth, Simon Pezold, Matthias Weigel, Katrin Parmar, Oliver Bieri, Philippe C. Cattin. 26-37 [doi]

Automated Intervertebral Disc Segmentation Using Deep Convolutional Neural NetworksXing Ji, Guoyan Zheng, Daniel Belavy, Dong Ni. 38-48 [doi]

Fully Automatic Localisation of Vertebrae in CT Images Using Random Forest Regression VotingPaul A. Bromiley, Eleni P. Kariki, Judith E. Adams, Timothy F. Cootes. 51-63 [doi]

Global Localization and Orientation of the Cervical Spine in X-ray ImagesS. M. Masudur Rahman Al-Arif, Michael Gundry, Karen Knapp, Gregory G. Slabaugh. 64-76 [doi]

Accurate Intervertebral Disc Localisation and Segmentation in MRI Using Vantage Point Hough Forests and Multi-atlas FusionMattias P. Heinrich, Ozan Oktay. 77-84 [doi]

Multi-scale and Modality Dropout Learning for Intervertebral Disc Localization and SegmentationXiaomeng Li, Qi Dou, Hao Chen, Chi-Wing Fu, Pheng-Ann Heng. 85-91 [doi]

Fully Automatic Localization and Segmentation of Intervertebral Disc from 3D Multi-modality MR Images by Regression Forest and CNNXing Ji, Guoyan Zheng, Li Liu, Dong Ni. 92-101 [doi]

Manual and Computer-Assisted Pedicle Screw Placement Plans: A Quantitative ComparisonDejan Knez, Janez Mohar, Robert J. Cirman, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec. 105-115 [doi]

Detection of Degenerative Osteophytes of the Spine on PET/CT Using Region-Based Convolutional Neural NetworksYinong Wang, Jianhua Yao, Joseph E. Burns, Jiamin Liu, Ronald M. Summers. 116-124 [doi]

Reconstruction of 3D Lumvar Vertebra from Two X-ray Images Based on 2D/3D RegistrationLongwei Fang, Zuowei Wang, Zhiqiang Chen, Fengzeng Jian, Huiguang He. 125-134 [doi]

Classification of Progressive and Non-progressive Scoliosis Patients Using Discriminant ManifoldsWilliam Mandel, Robert Korez, Marie-Lyne Nault, Stefan Parent, Samuel Kadoury. 135-145 [doi]

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