Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection

24 August 2017

Papers citing "Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection"

45 / 45 papers shown

Title
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? Nima Tajbakhsh Jae Y. Shin S. Gurudu R. T. Hurst Christopher B. Kendall Michael B. Gotway Jianming Liang 222 2,529 0 02 Jun 2017
Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation Ozan Oktay Enzo Ferrante Konstantinos Kamnitsas M. Heinrich Wenjia Bai ... T. Dawes D. O’Regan Bernhard Kainz Ben Glocker Daniel Rueckert 54 657 0 22 May 2017
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays Wei-Ming Dai Joseph Doyle Xiaodan Liang Zeya Wang Nanqing Dong Huatian Zhang Eric Xing MedIm 50 170 0 26 Mar 2017
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 126 1,452 0 06 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 514 10,330 0 16 Nov 2016
Deep Retinal Image Understanding Kevis-Kokitsi Maninis Jordi Pont-Tuset Pablo Arbeláez Luc Van Gool 114 508 0 05 Sep 2016
The Importance of Skip Connections in Biomedical Image Segmentation M. Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury C. Pal MedIm 81 1,047 0 14 Aug 2016
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection Zhaowei Cai Quanfu Fan Rogerio Feris Nuno Vasconcelos ObjD 81 1,491 0 25 Jul 2016
Deep Active Contours Christian Rupprecht Elizabeth Huaroc Maximilian Baust Nassir Navab 232 64 0 18 Jul 2016
Gland Instance Segmentation by Deep Multichannel Side Supervision Yan Xu Yang Li Mingyuan Liu Yipei Wang M. Lai E. Chang MedIm 62 109 0 12 Jul 2016
3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes Qi Dou Hao Chen Yueming Jin Lequan Yu J. Qin Pheng-Ann Heng MedIm 76 345 0 03 Jul 2016
Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation H. Roth Le Lu A. Farag Andrew Sohn Ronald M. Summers SSeg 47 149 0 24 Jun 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 315 2,082 0 07 Jun 2016
Wide Residual Networks Sergey Zagoruyko N. Komodakis 340 7,985 0 23 May 2016
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation Hao Chen Xiaojuan Qi Lequan Yu Pheng-Ann Heng MedIm 67 581 0 10 Apr 2016
Deep Networks with Stochastic Depth Gao Huang Yu Sun Zhuang Liu Daniel Sedra Kilian Q. Weinberger 215 2,357 0 30 Mar 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 167 4,357 0 16 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,184 0 16 Mar 2016
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning Hoo-Chang Shin H. Roth Mingchen Gao Le Lu Ziyue Xu Isabella Nogues Jianhua Yao D. Mollura Ronald M. Summers 74 4,604 0 10 Feb 2016
Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound Fausto Milletari Seyed-Ahmad Ahmadi Christine Kroll A. Plate Verena E. Rozanski ... J. Levin O. Dietrich B. Ertl-Wagner K. Boetzel Nassir Navab 229 364 0 26 Jan 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 202 5,216 0 22 Dec 2015
Pushing the Boundaries of Boundary Detection using Deep Learning Iasonas Kokkinos 51 232 0 23 Nov 2015
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 300 5,524 0 23 Nov 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 268 8,446 0 23 Nov 2015
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 104 6,188 0 14 Nov 2015
Learning to Segment Object Candidates Pedro H. O. Pinheiro R. Collobert Piotr Dollar SSeg 94 801 0 20 Jun 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 300 7,387 0 05 Jun 2015
Fast Detection of Curved Edges at Low SNR Nati Ofir Meirav Galun B. Nadler Ronen Basri 35 27 0 25 May 2015
Learning Deconvolution Network for Semantic Segmentation Hyeonwoo Noh Seunghoon Hong Bohyung Han SSeg 232 4,178 0 17 May 2015
Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation H. Roth Le Lu Jiamin Liu Jianhua Yao Ari Seff Kevin M. Cherry Lauren Kim Ronald M. Summers MedIm 82 558 0 12 May 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 135 3,494 0 24 Apr 2015
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision Gedas Bertasius Jianbo Shi Lorenzo Torresani 55 168 0 23 Apr 2015
Pixel-wise Deep Learning for Contour Detection Jyh-Jing Hwang Tyng-Luh Liu 45 106 0 08 Apr 2015
Efficient piecewise training of deep structured models for semantic segmentation Guosheng Lin Chunhua Shen Anton van dan Hengel Ian Reid VLM SSeg 140 924 0 04 Apr 2015
CRF Learning with CNN Features for Image Segmentation Fayao Liu Guosheng Lin Chunhua Shen SSeg 54 207 0 28 Mar 2015
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation Jifeng Dai Kaiming He Jian Sun 185 1,045 0 05 Mar 2015
Conditional Random Fields as Recurrent Neural Networks Shuai Zheng Sadeep Jayasumana Bernardino Romera-Paredes Vibhav Vineet Zhizhong Su Dalong Du Chang Huang Philip Torr SSeg 241 2,536 0 11 Feb 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 176 4,894 0 22 Dec 2014
Convolutional Neural Networks at Constrained Time Cost Kaiming He Jian Sun 3DV 83 1,292 0 04 Dec 2014
Understanding Deep Image Representations by Inverting Them Aravindh Mahendran Andrea Vedaldi FAtt 121 1,962 0 26 Nov 2014
$N^4$ -Fields: Neural Network Nearest Neighbor Fields for Image Transforms Yaroslav Ganin Victor Lempitsky OOD 77 271 0 25 Jun 2014
Fast Edge Detection Using Structured Forests Piotr Dollár C. L. Zitnick 84 932 0 20 Jun 2014
Network In Network Min Lin Qiang Chen Shuicheng Yan 291 6,275 0 16 Dec 2013
Maxout Networks Ian Goodfellow David Warde-Farley M. Berk Mirza Aaron Courville Yoshua Bengio OOD 240 2,178 0 18 Feb 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 261 12,439 0 24 Jun 2012