Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples

29 October 2020

Papers citing "Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples"

36 / 36 papers shown

Title
Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma Zhuotun Zhu Yingda Xia Lingxi Xie Elliot K. Fishman Alan Yuille MedIm 51 95 0 09 Jul 2018
Robustness May Be at Odds with Accuracy Dimitris Tsipras Shibani Santurkar Logan Engstrom Alexander Turner Aleksander Madry AAML 90 1,772 0 30 May 2018
Abdominal multi-organ segmentation with organ-attention networks and statistical fusion Yan Wang Yuyin Zhou Wei Shen Seyoun Park Elliot K. Fishman Alan Yuille 31 216 0 23 Apr 2018
Training Multi-organ Segmentation Networks with Sample Selection by Relaxed Upper Confident Bound Yan Wang Yuyin Zhou Peng Tang Wei Shen Elliot K. Fishman Alan Yuille OOD SSeg 41 27 0 07 Apr 2018
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging Magdalini Paschali Sailesh Conjeti Fernando Navarro Nassir Navab OOD MedIm AAML 55 92 0 23 Mar 2018
A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation Zhuotun Zhu Yingda Xia Wei-Che Shen Elliot K. Fishman Alan Yuille 59 134 0 01 Dec 2017
Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks H. Roth M. Oda N. Shimizu H. Oda Y. Hayashi T. Kitasaka M. Fujiwara K. Misawa K. Mori MedIm 36 45 0 17 Nov 2017
3D Densely Convolutional Networks for Volumetric Segmentation T. Bui Jitae Shin Taesup Moon 3DV 55 74 0 11 Sep 2017
Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets Lequan Yu Jie Cheng Qi Dou Xin Yang Hao Chen Jing Qin Pheng-Ann Heng 48 220 0 02 Aug 2017
Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function Jinzheng Cai Le Lu Yuanpu Xie Fuyong Xing Ling Yang MedIm SSeg 58 131 0 16 Jul 2017
Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans Yuyin Zhou Lingxi Xie Elliot K. Fishman Alan Yuille OOD MedIm 49 96 0 22 Jun 2017
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 243 11,962 0 19 Jun 2017
Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities P. Moeskops J. Wolterink Bas H. M. van der Velden K. Gilhuijs T. Leiner M. Viergever Ivana Išgum SSeg 48 313 0 11 Apr 2017
Adversarial Examples for Semantic Segmentation and Object Detection Cihang Xie Jianyu Wang Zhishuai Zhang Yuyin Zhou Lingxi Xie Alan Yuille GAN AAML 96 928 0 24 Mar 2017
Multi-stage Multi-recursive-input Fully Convolutional Networks for Neuronal Boundary Detection Wei Shen Bin Wang Yuan Jiang Yan Wang Alan Yuille 74 62 0 24 Mar 2017
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 458 3,124 0 04 Nov 2016
Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation H. Roth Le Lu A. Farag Andrew Sohn Ronald M. Summers SSeg 40 148 0 24 Jun 2016
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 137 6,483 0 21 Jun 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 202 8,615 0 15 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 207 18,136 0 02 Jun 2016
Dense Volume-to-Volume Vascular Boundary Detection J. Merkow D. Kriegman Alison Marsden Zhuowen Tu 3DV 52 89 0 26 May 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 440 37,704 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 611 27,231 0 02 Dec 2015
DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation H. Roth Le Lu A. Farag Hoo-Chang Shin Jiamin Liu E. Turkbey Ronald M. Summers SSeg MedIm 65 739 0 22 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.4K 76,547 0 18 May 2015
Brain Tumor Segmentation with Deep Neural Networks Mohammad Havaei Axel Davy David Warde-Farley A. Biard Aaron Courville Yoshua Bengio C. Pal Pierre-Marc Jodoin Hugo Larochelle 3DV 102 2,869 0 13 May 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 98 3,479 0 24 Apr 2015
Deep convolutional networks for pancreas segmentation in CT imaging H. Roth A. Farag Le Lu E. Turkbey Ronald M. Summers MedIm SSeg 45 178 0 15 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 391 43,154 0 11 Feb 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 208 18,922 0 20 Dec 2014
Deep Learning Representation using Autoencoder for 3D Shape Retrieval Zhuotun Zhu Xinggang Wang S. Bai Cong Yao X. Bai 3DPC 3DV 47 181 0 25 Sep 2014
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 307 2,229 0 18 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.2K 99,991 0 04 Sep 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 231 14,703 0 20 Jun 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 211 14,831 1 21 Dec 2013