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CSI@MICCAI
2015
2020
2015
2020
Keyphrases
Publications
volume 11963, 2020
Computational Methods and Clinical Applications for Spine Imaging - 6th International Workshop and Challenge, CSI@MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings
CSI@MICCAI
11963 (2020)
2019
Florian Dubost
,
Benjamin Collery
,
Antonin Renaudier
,
Axel Roc
,
Nicolas Posocco
,
Wiro J. Niessen
,
Marleen de Bruijne
Automated Estimation of the Spinal Curvature via Spine Centerline Extraction with Ensembles of Cascaded Neural Networks.
CSI@MICCAI
(2019)
Yi Lin
,
Hong-Yu Zhou
,
Kai Ma
,
Xin Yang
,
Yefeng Zheng
Seg4Reg Networks for Automated Spinal Curvature Estimation.
CSI@MICCAI
(2019)
Bidur Khanal
,
Lavsen Dahal
,
Prashant Adhikari
,
Bishesh Khanal
Automatic Cobb Angle Detection Using Vertebra Detector and Vertebra Corners Regression.
CSI@MICCAI
(2019)
Shuxin Wang
,
Shaohui Huang
,
Liansheng Wang
Spinal Curve Guide Network (SCG-Net) for Accurate Automated Spinal Curvature Estimation.
CSI@MICCAI
(2019)
Zhusi Zhong
,
Jie Li
,
Zhenxi Zhang
,
Zhicheng Jiao
,
Xinbo Gao
A Coarse-to-Fine Deep Heatmap Regression Method for Adolescent Idiopathic Scoliosis Assessment.
CSI@MICCAI
(2019)
Shixuan Zhao
,
Bo Wang
,
Kaifu Yang
,
Yongjie Li
Automatic Spine Curvature Estimation by a Top-Down Approach.
CSI@MICCAI
(2019)
Geoff Klein
,
Anne L. Martel
,
Arjun Sahgal
,
Cari M. Whyne
,
Michael R. Hardisty
Metastatic Vertebrae Segmentation for Use in a Clinical Pipeline.
CSI@MICCAI
(2019)
Joeri Nicolaes
,
Steven Raeymaeckers
,
David Robben
,
Guido Wilms
,
Dirk Vandermeulen
,
Cesar Libanati
,
Marc Debois
Detection of Vertebral Fractures in CT Using 3D Convolutional Neural Networks.
CSI@MICCAI
(2019)
Huaqing Liu
,
Haoping Xiao
,
Lishu Luo
,
Chaobo Feng
,
Bangde Yin
,
Dongdong Wang
,
Yufeng Li
,
Shisheng He
,
Guoxin Fan
Semi-supervised Semantic Segmentation of Multiple Lumbosacral Structures on CT.
CSI@MICCAI
(2019)
Amirhossein Bayat
,
Anjany Sekuboyina
,
Felix Hofmann
,
Malek El Husseini
,
Jan S. Kirschke
,
Bjoern H. Menze
Vertebral Labelling in Radiographs: Learning a Coordinate Corrector to Enforce Spinal Shape.
CSI@MICCAI
(2019)
Kailin Chen
,
Cheng Peng
,
Yi Li
,
Dalong Cheng
,
Si Wei
Accurate Automated Keypoint Detections for Spinal Curvature Estimation.
CSI@MICCAI
(2019)
Malek El Husseini
,
Anjany Sekuboyina
,
Amirhossein Bayat
,
Bjoern H. Menze
,
Maximilian Löffler
,
Jan S. Kirschke
Conditioned Variational Auto-encoder for Detecting Osteoporotic Vertebral Fractures.
CSI@MICCAI
(2019)
Rong Tao
,
Shangliang Xu
,
Haiping Wu
,
Cheng Zhang
,
Chuanfeng Lv
Automated Spinal Curvature Assessment from X-Ray Images Using Landmarks Estimation Network via Rotation Proposals.
CSI@MICCAI
(2019)
Jiacheng Wang
,
Liansheng Wang
,
Changhua Liu
A Multi-task Learning Method for Direct Estimation of Spinal Curvature.
CSI@MICCAI
(2019)
volume 11397, 2019
Computational Methods and Clinical Applications for Spine Imaging - 5th International Workshop and Challenge, CSI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers
CSI@MICCAI
11397 (2019)
2018
Paul A. Bromiley
,
Eleni P. Kariki
,
Timothy F. Cootes
Error Estimation for Appearance Model Segmentation of Musculoskeletal Structures Using Multiple, Independent Sub-models.
CSI@MICCAI
(2018)
Amir Jamaludin
,
Timor Kadir
,
Emma Clark
,
Andrew Zisserman
Predicting Scoliosis in DXA Scans Using Intermediate Representations.
CSI@MICCAI
(2018)
Antal Horváth
,
Charidimos Tsagkas
,
Simon Andermatt
,
Simon Pezold
,
Katrin Parmar
,
Philippe C. Cattin
Spinal Cord Gray Matter-White Matter Segmentation on Magnetic Resonance AMIRA Images with MD-GRU.
CSI@MICCAI
(2018)
Michel A. Audette
,
Jérôme Schmid
,
Craig Goodmurphy
,
Michael Polanco
,
Sebastian Y. Bawab
,
Austin Tapp
,
H. Sheldon St-Clair
Towards a Deformable Multi-surface Approach to Ligamentous Spine Models for Predictive Simulation-Based Scoliosis Surgery Planning.
CSI@MICCAI
(2018)
Yunhe Gao
Deep Learning Framework for Fully Automated Intervertebral Disc Localization and Segmentation from Multi-modality MR Images.
CSI@MICCAI
(2018)
Guodong Zeng
,
Daniel Belavy
,
Shuo Li
,
Guoyan Zheng
Evaluation and Comparison of Automatic Intervertebral Disc Localization and Segmentation methods with 3D Multi-modality MR Images: A Grand Challenge.
CSI@MICCAI
(2018)
Edwin Carlinet
,
Thierry Géraud
Intervertebral Disc Segmentation Using Mathematical Morphology - A CNN-Free Approach.
CSI@MICCAI
(2018)
Chang Liu
,
Liang Zhao
Intervertebral Disc Segmentation and Localization from Multi-modality MR Images with 2.5D Multi-scale Fully Convolutional Network and Geometric Constraint Post-processing.
CSI@MICCAI
(2018)
Huan Wang
,
Ran Gu
,
Zhongyu Li
Automated Segmentation of Intervertebral Disc Using Fully Dilated Separable Deep Neural Networks.
CSI@MICCAI
(2018)
Houssemeddine Guedri
,
D. Louis Collins
Fast Registration of CT with Intra-operative Ultrasound Images for Spine Surgery.
CSI@MICCAI
(2018)
Nedelcho Georgiev
,
Asen Asenov
Automatic Segmentation of Lumbar Spine MRI Using Ensemble of 2D Algorithms.
CSI@MICCAI
(2018)
Jakub Ceranka
,
Sabrina Verga
,
Frédéric Lecouvet
,
Thierry Metens
,
Johan de Mey
,
Jef Vandemeulebroucke
Intensity Standardization of Skeleton in Follow-Up Whole-Body MRI.
CSI@MICCAI
(2018)
Jose Dolz
,
Christian Desrosiers
,
Ismail Ben Ayed
IVD-Net: Intervertebral Disc Localization and Segmentation in MRI with a Multi-modal UNet.
CSI@MICCAI
(2018)
Dimitrios Damopoulos
,
Daniel Haschtmann
,
Tamás Fekete
,
Guoyan Zheng
Automated Grading of Modic Changes Using CNNs - Improving the Performance with Mixup.
CSI@MICCAI
(2018)
2016
Xiaomeng Li
,
Qi Dou
,
Hao Chen
,
Chi-Wing Fu
,
Pheng-Ann Heng
Multi-scale and Modality Dropout Learning for Intervertebral Disc Localization and Segmentation.
CSI@MICCAI
(2016)
Mattias P. Heinrich
,
Ozan Oktay
Accurate Intervertebral Disc Localisation and Segmentation in MRI Using Vantage Point Hough Forests and Multi-atlas Fusion.
CSI@MICCAI
(2016)
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.
CSI@MICCAI
(2016)
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.
CSI@MICCAI
(2016)
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.
CSI@MICCAI
(2016)
Xing Ji
,
Guoyan Zheng
,
Daniel Belavy
,
Dong Ni
Automated Intervertebral Disc Segmentation Using Deep Convolutional Neural Networks.
CSI@MICCAI
(2016)
Dejan Knez
,
Janez Mohar
,
Robert J. Cirman
,
Bostjan Likar
,
Franjo Pernus
,
Tomaz Vrtovec
Manual and Computer-Assisted Pedicle Screw Placement Plans: A Quantitative Comparison.
CSI@MICCAI
(2016)
William Mandel
,
Robert Korez
,
Marie-Lyne Nault
,
Stefan Parent
,
Samuel Kadoury
Classification of Progressive and Non-progressive Scoliosis Patients Using Discriminant Manifolds.
CSI@MICCAI
(2016)
Nora Baka
,
Sieger Leenstra
,
Theo van Walsum
Machine Learning Based Bone Segmentation in Ultrasound.
CSI@MICCAI
(2016)
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.
CSI@MICCAI
(2016)
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.
CSI@MICCAI
(2016)
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.
CSI@MICCAI
(2016)
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.
CSI@MICCAI
(2016)
volume 10182, 2016
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
CSI@MICCAI
10182 (2016)
volume 9402, 2016
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, Revised Selected Papers
CSI@MICCAI
9402 (2016)
2015
Songbai Ji
,
Xiaoyao Fan
,
Jonathan D. Olson
,
Linton T. Evans
,
Keith D. Paulsen
,
David W. Roberts
,
Sohail K. Mirza
,
S. Scott Lollis
Patient Registration via Topologically Encoded Depth Projection Images in Spine Surgery.
CSI@MICCAI
(2015)
Ales Neubert
,
Jurgen Fripp
,
Shekhar S. Chandra
,
Craig Engstrom
,
Stuart Crozier
Automated Intervertebral Disc Segmentation Using Probabilistic Shape Estimation and Active Shape Models.
CSI@MICCAI
(2015)
Chunliang Wang
,
Daniel Forsberg
Segmentation of Intervertebral Discs in 3D MRI Data Using Multi-atlas Based Registration.
CSI@MICCAI
(2015)
Amir Jamaludin
,
Meelis Lootus
,
Timor Kadir
,
Andrew Zisserman
Automatic Intervertebral Discs Localization and Segmentation: A Vertebral Approach.
CSI@MICCAI
(2015)
Paul A. Bromiley
,
Judith E. Adams
,
Timothy F. Cootes
Automatic Localisation of Vertebrae in DXA Images Using Random Forest Regression Voting.
CSI@MICCAI
(2015)