Title
VertDetect: Fully End-to-End 3D Vertebral Instance Segmentation Model G. Klein M. Hardisty C. Whyne Anne L. Martel MedIm 80 2 0 16 Nov 2023
Robust vertebra identification using simultaneous node and edge predicting Graph Neural NetworksInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Vincent Bürgin R. Prevost Marijn F. Stollenga MedIm 3DH 107 7 0 27 Jul 2023
VertMatch: A Semi-supervised Framework for Vertebral Structure Detection in 3D Ultrasound Volume Hongye Zeng Kang Zhou Songhan Ge Yuchong Gao Jianhao Zhao Shenghua Gao Ru Zheng MedIm 170 2 0 28 Dec 2022
SpineNetV2: Automated Detection, Labelling and Radiological Grading Of Clinical MR Scans Rhydian Windsor A. Jamaludin T. Kadir Andrew Zisserman 82 10 0 03 May 2022
Relative distance matters for one-shot landmark detection Qingsong Yao Jianji Wang Yihua Sun Quan Quan Heqin Zhu S. Kevin Zhou 141 8 0 03 Mar 2022
Training Generative Adversarial Networks with Adaptive Composite GradientData Intelligence (DI), 2021 Huiqing Qi Fang Li Shengli Tan Xiangyun Zhang GAN 179 4 0 10 Nov 2021
SpineOne: A One-Stage Detection Framework for Degenerative Discs and VertebraeIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021 Jiabo He Wei Liu Yu Wang Jiabo He Xianming Hua 198 7 0 28 Oct 2021
Vertebrae localization, segmentation and identification using a graph optimization and an anatomic consistency cycle Di Meng Edmond Boyer Zhihong Deng 183 40 0 23 Oct 2021
Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization Franz Thaler Christian Payer M. Urschler Darko Štern 179 12 0 20 Sep 2021
Stacked Hourglass Network with a Multi-level Attention Mechanism: Where to Look for Intervertebral Disc Labeling Reza Azad Lucas Rouhier Julien Cohen-Adad 118 18 0 14 Aug 2021
Direct Estimation of Spinal Cobb Angles by Structured Multi-Output RegressionLecture Notes in Computer Science (LNCS), 2017 Haoliang Sun Xiantong Zhen C. Bailey P. Rasoulinejad Yilong Yin Shuo Li CML 154 107 0 23 Dec 2020
Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-constrained OptimizationComputer Vision and Pattern Recognition (CVPR), 2020 Fakai Wang K. Zheng Le Lu Jing Xiao Min Wu S. Miao 201 29 0 14 Dec 2020
Automatic Segmentation, Localization, and Identification of Vertebrae in 3D CT Images Using Cascaded Convolutional Neural Networks Naoto Masuzawa Yoshiro Kitamura Keigo Nakamura S. Iizuka E. Simo-Serra 3DPC 122 21 0 29 Sep 2020
Learn distributed GAN with Temporary DiscriminatorsEuropean Conference on Computer Vision (ECCV), 2020 Hui Qu Yikai Zhang Qi Chang Zhennan Yan Chao Chen Dimitris N. Metaxas FedML 170 20 0 17 Jul 2020
Miss the Point: Targeted Adversarial Attack on Multiple Landmark DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Qingsong Yao Zecheng He Hu Han Kevin Zhou AAML 139 38 0 10 Jul 2020
A Convolutional Approach to Vertebrae Detection and Labelling in Whole Spine MRI Rhydian Windsor A. Jamaludin T. Kadir Andrew Zisserman 135 28 0 06 Jul 2020
Accurately identifying vertebral levels in large datasets Daniel C. Elton V. Sandfort P. J. Pickhardt Ronald M. Summers 152 4 0 28 Jan 2020
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images Anjany Sekuboyina M. Husseini Amirhossein Bayat Maximilian Löffler Hans Liebl ... Ben Glocker A. Valentinitsch Markus Rempfler Bjorn H. Menze Jan S. Kirschke 272 310 0 24 Jan 2020
Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling Chunli Qin Demin Yao Zhuang Han Hui Wang Yonghong Shi Zhijian Song 107 7 0 01 Jan 2020
Vertebrae Detection and Localization in CT with Two-Stage CNNs and Dense Annotations James McCouat Ben Glocker 3DPC 80 12 0 14 Oct 2019
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization Christian Payer Darko Štern Horst Bischof M. Urschler 191 308 0 02 Aug 2019
Relational Reasoning Network (RRN) for Anatomical Landmarking N. Torosdagli Syed Muhammad Anwar P. Verma D. Liberton Janice S. Lee Wade W. Han Ulas Bagci 105 5 0 08 Apr 2019
Labelling Vertebrae with 2D Reformations of Multidetector CT Images: An Adversarial Approach for Incorporating Prior Knowledge of Spine Anatomy Anjany Sekuboyina Markus Rempfler A. Valentinitsch Bjoern Menze Jan S. Kirschke 121 3 0 06 Feb 2019
Joint Vertebrae Identification and Localization in Spinal CT Images by Combining Short- and Long-Range Contextual Information Haofu Liao A. Mesfin Jiebo Luo 143 94 0 09 Dec 2018
Automatic L3 slice detection in 3D CT images using fully-convolutional networks F. Kanavati S. Islam E. Aboagye A. Rockall 66 19 0 22 Nov 2018
Accurate Detection of Inner Ears in Head CTs Using a Deep Volume-to-Volume Regression Network with False Positive Suppression and a Shape-Based Constraint Dongqing Zhang Jiadong Wang J. Noble Benoit M. Dawant MedIm 121 5 0 12 Jun 2018
Iterative fully convolutional neural networks for automatic vertebra segmentation and identification Nikolas Lessmann Bram van Ginneken P. A. Jong Ivana Išgum 152 237 0 12 Apr 2018
Btrfly Net: Vertebrae Labelling with Energy-based Adversarial Learning of Local Spine Prior Anjany Sekuboyina Markus Rempfler J. Kukačka Giles Tetteh A. Valentinitsch Jan S. Kirschke Bjoern Menze MedIm 153 77 0 04 Apr 2018
How Generative Adversarial Networks and Their Variants Work: An Overview Yongjun Hong Uiwon Hwang Jaeyoon Yoo Sungroh Yoon GAN 525 171 0 16 Nov 2017