DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule
Detection and Classification

DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification

16 September 2017

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Papers citing "DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification"

14 / 14 papers shown

Title
Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning Qi Dou Hao Chen Yueming Jin Huangjing Lin J. Qin Pheng-Ann Heng 56 160 0 13 Aug 2017
Dual Path Networks Yunpeng Chen Jianan Li Huaxin Xiao Xiaojie Jin Shuicheng Yan Jiashi Feng 93 830 0 06 Jul 2017
Accurate Pulmonary Nodule Detection in Computed Tomography Images Using Deep Convolutional Neural Networks Jia Ding Aoxue Li Zhiqiang Hu Liwei Wang MedIm 68 345 0 14 Jun 2017
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification Wentao Zhu Qi Lou Y. S. Vang Xiaohui Xie 72 275 0 23 May 2017
Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning Sarfaraz Hussein K. Cao Qi Song Ulas Bagci 60 158 0 28 Apr 2017
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge A. Setio A. Traverso Thomas de Bel Moira S. N. Berens C. V. D. Bogaard ... Jef Vandemeulebroucke N. Walasek G. Zuidhof Bram van Ginneken Colin Jacobs 116 1,081 0 23 Dec 2016
Adversarial Deep Structural Networks for Mammographic Mass Segmentation Wentao Zhu Xiang Xiang Trac D. Tran Xiaohui Xie MedIm 67 67 0 18 Dec 2016
Speed/accuracy trade-offs for modern convolutional object detectors Jonathan Huang V. Rathod Chen Sun Menglong Zhu Anoop Korattikara Balan ... Ian S. Fischer Z. Wojna Yang Song S. Guadarrama Kevin Patrick Murphy 3DH 3DV 108 2,573 0 30 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 868 36,910 0 25 Aug 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 760 37,927 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 540 62,477 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,520 0 18 May 2015
Fast R-CNN Ross B. Girshick ObjD 315 25,087 0 30 Apr 2015