A multi-path 2.5 dimensional convolutional neural network system for
segmenting stroke lesions in brain MRI images

A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images

26 May 2019

William W. Graves

ArXiv (abs)PDF HTML

Papers citing "A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images"

16 / 16 papers shown

Title
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation Yongjin Zhou Weijian Huang Pei Dong Yong-quan Xia Shanshan Wang MedIm 51 168 0 14 Aug 2019
X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-range Dependencies Kehan Qi Hao Yang Cheng Li Zaiyi Liu Meiyun Wang Qiegen Liu Shanshan Wang 62 125 0 16 Jul 2019
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes Ken C. L. Wong Mehdi Moradi Hui Tang Tanveer Syeda-Mahmood 3DV SSeg 67 192 0 31 Aug 2018
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review J. Bernal Kaisar Kushibar Daniel S. Asfaw Sergi Valverde A. Oliver Robert Martí Xavier Llado 70 352 0 11 Dec 2017
Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation Kuan-Lun Tseng Yen-Liang Lin Winston H. Hsu Chung-Yang Huang MedIm 63 163 0 25 Apr 2017
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 244 10,717 0 15 Sep 2016
An overview of gradient descent optimization algorithms Sebastian Ruder ODL 211 6,206 0 15 Sep 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 248 8,722 0 15 Jun 2016
A guide to convolution arithmetic for deep learning Vincent Dumoulin Francesco Visin FAtt 3DH HAI 69 1,544 0 23 Mar 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 164 3,062 0 18 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,196 0 16 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 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 123 2,882 0 13 May 2015
Deep Learning for Medical Image Segmentation Matthew Lai MedIm SSeg 52 99 0 08 May 2015
Deep Neural Networks for Anatomical Brain Segmentation A. D. Brébisson Giovanni Montana 97 325 0 09 Feb 2015

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