Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI
and Ultrasound

Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound

26 January 2016

Fausto Milletari

Seyed-Ahmad Ahmadi

Christine Kroll

Verena E. Rozanski

Juliana Maiostre

Nassir Navab

Papers citing "Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound"

17 / 17 papers shown

Title
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 221 8,681 0 15 Jun 2016
Robust Optimization for Deep Regression Vasileios Belagiannis Christian Rupprecht G. Carneiro Nassir Navab 3DH 157 180 0 25 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 112 2,878 0 13 May 2015
Deep Human Parsing with Active Template Regression Xiaodan Liang Si Liu Xiaohui Shen Jianchao Yang Luoqi Liu Jian Dong Liang Lin Shuicheng Yan ViT 3DH 73 283 0 09 Mar 2015
Multi-view Face Detection Using Deep Convolutional Neural Networks S. Farfade M. Saberian Li Li CVBM 81 577 0 10 Feb 2015
Predicting Alzheimer's disease: a neuroimaging study with 3D convolutional neural networks A. Payan Giovanni Montana MedIm 56 465 0 09 Feb 2015
Deep Neural Networks for Anatomical Brain Segmentation A. D. Brébisson Giovanni Montana 62 324 0 09 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 323 18,613 0 06 Feb 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 460 43,649 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,348 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 274 14,710 0 20 Jun 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 224 4,056 0 09 Jun 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 65 542 0 06 Jun 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 151 5,006 0 21 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,882 0 12 Nov 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,186 0 11 Nov 2013
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 453 7,661 0 03 Jul 2012