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ORCIDCSI@MICCAI 2016: Athens, Greece
- Jianhua Yao, Tomaz Vrtovec, Guoyan Zheng, Alejandro F. Frangi, Ben Glocker, Shuo Li
:
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. Lecture Notes in Computer Science 10182, Springer 2016, ISBN 978-3-319-55049-7
Segmentation
- S. M. Masudur Rahman Al-Arif, Michael Gundry, Karen Knapp, Gregory G. Slabaugh:
Improving an Active Shape Model with Random Classification Forest for Segmentation of Cervical Vertebrae. 3-15 - Nora Baka, Sieger Leenstra, Theo van Walsum:
Machine Learning Based Bone Segmentation in Ultrasound. 16-25 - Antal Horváth, Simon Pezold, Matthias Weigel, Katrin Parmar, Oliver Bieri, Philippe C. Cattin:
Variational Segmentation of the White and Gray Matter in the Spinal Cord Using a Shape Prior. 26-37 - Xing Ji, Guoyan Zheng, Daniel L. Belavy, Dong Ni:
Automated Intervertebral Disc Segmentation Using Deep Convolutional Neural Networks. 38-48
Localization
- Paul A. Bromiley, Eleni P. Kariki, Judith E. Adams, Timothy F. Cootes:
Fully Automatic Localisation of Vertebrae in CT Images Using Random Forest Regression Voting. 51-63 - S. M. Masudur Rahman Al-Arif, Michael Gundry, Karen Knapp, Gregory G. Slabaugh:
Global Localization and Orientation of the Cervical Spine in X-ray Images. 64-76 - Mattias P. Heinrich, Ozan Oktay:
Accurate Intervertebral Disc Localisation and Segmentation in MRI Using Vantage Point Hough Forests and Multi-atlas Fusion. 77-84 - Xiaomeng Li, Qi Dou, Hao Chen, Chi-Wing Fu, Pheng-Ann Heng:
Multi-scale and Modality Dropout Learning for Intervertebral Disc Localization and Segmentation. 85-91 - Xing Ji, Guoyan Zheng, Li Liu, Dong Ni:
Fully Automatic Localization and Segmentation of Intervertebral Disc from 3D Multi-modality MR Images by Regression Forest and CNN. 92-101
Computer Aided Diagnosis and Intervention
- Dejan Knez, Janez Mohar, Robert J. Cirman, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec:
Manual and Computer-Assisted Pedicle Screw Placement Plans: A Quantitative Comparison. 105-115 - Yinong Wang, Jianhua Yao, Joseph E. Burns, Jiamin Liu, Ronald M. Summers:
Detection of Degenerative Osteophytes of the Spine on PET/CT Using Region-Based Convolutional Neural Networks. 116-124 - Longwei Fang, Zuowei Wang, Zhiqiang Chen, Fengzeng Jian, Huiguang He:
Reconstruction of 3D Lumvar Vertebra from Two X-ray Images Based on 2D/3D Registration. 125-134 - William Mandel, Robert Korez, Marie-Lyne Nault, Stefan Parent, Samuel Kadoury:
Classification of Progressive and Non-progressive Scoliosis Patients Using Discriminant Manifolds. 135-145
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