ConvNet-Based Localization of Anatomical Structures in 3D Medical Images

ConvNet-Based Localization of Anatomical Structures in 3D Medical Images

19 April 2017

Ivana Išgum

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Papers citing "ConvNet-Based Localization of Anatomical Structures in 3D Medical Images"

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Title
Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network M. Zreik T. Leiner B. D. de Vos R. V. Hamersvelt M. Viergever Ivana Isgum 37 58 0 19 Apr 2017
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 201 2,340 0 09 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Anatomy-specific classification of medical images using deep convolutional nets H. Roth Christopher T. Lee Hoo-Chang Shin Ari Seff Lauren Kim Jianhua Yao Le Lu Ronald M. Summers 50 181 0 15 Apr 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,479 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 280 14,713 0 20 Jun 2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 405 11,232 0 18 Jun 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,211 0 11 Nov 2013