3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation

27 June 2018

Ying Jin

Hao Chen

Papers citing "3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation"

35 / 35 papers shown

Title
Fully Automated Organ Segmentation in Male Pelvic CT Images Anjali Balagopal S. Kazemifar D. Nguyen Mu-Han Lin R. Hannan A. Owrangi Steve B. Jiang 26 120 0 31 May 2018
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images Qian Yu Yinghuan Shi Jinquan Sun Yang Gao Yakang Dai Jianbing Zhu 29 99 0 27 Apr 2018
Group Normalization Yuxin Wu Kaiming He 139 3,626 0 22 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 86 5,696 0 05 Mar 2018
Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation Min Tang Zichen Zhang Dana Cobzas Martin Jägersand Jacob L. Jaremko 45 22 0 31 Oct 2017
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 122 1,779 0 10 Oct 2017
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes Xiaomeng Li Hao Chen Xiaojuan Qi Qi Dou Chi-Wing Fu Pheng Ann Heng 53 101 0 21 Sep 2017
Accurate Pulmonary Nodule Detection in Computed Tomography Images Using Deep Convolutional Neural Networks Jia Ding Aoxue Li Zhiqiang Hu Liwei Wang MedIm 41 344 0 14 Jun 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 298 27,018 0 20 Mar 2017
Estimation of the volume of the left ventricle from MRI images using deep neural networks Fangzhou Liao Xi Chen Xiaolin Hu Sen Song 51 49 0 13 Feb 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 413 21,951 0 09 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 323 11,941 0 04 Dec 2016
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation Jianxu Chen Ling Yang Yizhe Zhang M. Alber Danny Chen 62 309 0 05 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 611 36,599 0 25 Aug 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 118 3,689 0 27 Jul 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 128 6,483 0 21 Jun 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 190 8,615 0 15 Jun 2016
Training Region-based Object Detectors with Online Hard Example Mining Abhinav Shrivastava Abhinav Gupta Ross B. Girshick ObjD 119 2,411 0 12 Apr 2016
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Konstantinos Kamnitsas C. Ledig Virginia Newcombe Joanna P. Simpson A. D. Kane David Menon Daniel Rueckert Ben Glocker MedIm 3DV 108 3,049 0 18 Mar 2016
Instance-aware Semantic Segmentation via Multi-task Network Cascades Jifeng Dai Kaiming He Jian Sun SSeg 104 1,225 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 180 8,421 0 23 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 722 15,718 0 02 Nov 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 47 739 0 22 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 396 61,900 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.1K 76,547 0 18 May 2015
Fast R-CNN Ross B. Girshick ObjD 275 24,933 0 30 Apr 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 156 18,534 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 736 149,474 0 22 Dec 2014
Convolutional Feature Masking for Joint Object and Stuff Segmentation Jifeng Dai Kaiming He Jian Sun SSeg 74 443 0 03 Dec 2014
Hypercolumns for Object Segmentation and Fine-grained Localization Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik SSeg 104 1,594 0 21 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 860 99,991 0 04 Sep 2014
Simultaneous Detection and Segmentation Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik ObjD ISeg 104 1,291 0 07 Jul 2014
A New 2.5D Representation for Lymph Node Detection using Random Sets of Deep Convolutional Neural Network Observations H. Roth Le Lu Ari Seff Kevin M. Cherry Joanne Hoffman Shijun Wang Jiamin Liu E. Turkbey Ronald M. Summers MedIm 45 538 0 06 Jun 2014
Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation Emily L. Denton Wojciech Zaremba Joan Bruna Yann LeCun Rob Fergus FAtt 116 1,682 0 02 Apr 2014