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Adversarial Deep Structured Nets for Mass Segmentation from Mammograms

24 October 2017

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Papers citing "Adversarial Deep Structured Nets for Mass Segmentation from Mammograms"

36 / 36 papers shown

Title
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions Luyang Luo Xi Wang Yi Lin Xiaoqi Ma Andong Tan R. Chan V. Vardhanabhuti W. C. Chu Kwang-Ting Cheng Hao Chen 108 60 0 13 Apr 2023
MLP-GAN for Brain Vessel Image Segmentation B. Xie Hao Tang Bin Duan Dawen Cai Yan Yan MedIm 95 2 0 17 Jul 2022
Breast Cancer Classification using Deep Learned Features Boosted with Handcrafted Features Unaiza Sajid Rizwan Ahmed Khan S. M. Shah Sheeraz Arif OOD 46 36 0 26 Jun 2022
Artificial Intelligence For Breast Cancer Detection: Trends & Directions S. M. Shah Rizwan Ahmed Khan Sheeraz Arif Unaiza Sajid OOD 66 72 0 03 Oct 2021
Deep Active Contours Using Locally Controlled Distance Vector Flow Parastoo Akbarimoghaddam Atefeh Ziaei H. Azarnoush 50 5 0 18 May 2021
Test-Time Training for Deformable Multi-Scale Image Registration Wentao Zhu Yufang Huang Daguang Xu Zhen Qian Wei Fan Xiaohui Xie 85 24 0 25 Mar 2021
Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer Yufang Huang Wentao Zhu Deyi Xiong Yiye Zhang Changjian Hu Feiyu Xu 73 35 0 02 Oct 2020
Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks Faizan Munawar Shoaib Azmat Talha Iqbal C. Grönlund Hazrat Ali GAN MedIm 66 61 0 12 Sep 2020
Brain Stroke Lesion Segmentation Using Consistent Perception Generative Adversarial Network Shuqiang Wang Zhuo Chen Wen Yu Baiying Lei GAN MedIm 93 61 0 30 Aug 2020
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography Heyi Li Dongdong Chen W. Nailon Mike E. Davies Dave Laurenson 75 54 0 07 Aug 2020
Multi-Domain Image Completion for Random Missing Input Data Liyue Shen Wentao Zhu Xiaosong Wang Lei Xing John M. Pauly ... Thomas Sanford Sherif Mehralivand Peter L. Choyke Bradford J. Wood Daguang Xu MedIm 84 70 0 10 Jul 2020
A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis Xiaozhen Xie J. Niu Xuefeng Liu Zhengsu Chen Shaojie Tang Shui Yu 92 15 0 25 Apr 2020
Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation Qian Yu Yinghuan Shi Yefeng Zheng Yang Gao Jianbing Zhu Yakang Dai MedIm 96 0 0 03 Apr 2020
Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention Yutong Yan Pierre-Henri Conze G. Quellec M. Lamard B. Cochener Gouenou Coatrieux 38 1 0 27 Feb 2020
End-to-End Face Parsing via Interlinked Convolutional Neural Networks Zi Yin Valentin Yiu Xiaolin Hu L. Tang 3DH 3DV CVBM 63 29 0 12 Feb 2020
Deep Learning in Multi-organ Segmentation Y. Lei Yabo Fu Tonghe Wang Richard L. J. Qiu W. Curran Tian-xing Liu Xiaofeng Yang SSeg 62 32 0 28 Jan 2020
End to End Trainable Active Contours via Differentiable Rendering Shir Gur Tal Shaharabany Lior Wolf MedIm 53 34 0 01 Dec 2019
Fuzzy Semantic Segmentation of Breast Ultrasound Image with Breast Anatomy Constraints Kuan Huang Yingtao Zhang Heng-Da Cheng P. Xing Boyu Zhang 43 8 0 14 Sep 2019
DeepHealth: Review and challenges of artificial intelligence in health informatics Gloria Hyunjung Kwak Pan Hui SyDa 56 26 0 01 Sep 2019
Semi-Supervised Multi-Task Learning With Chest X-Ray Images A. Imran Demetri Terzopoulos SSL MedIm 63 32 0 10 Aug 2019
Precise Estimation of Renal Vascular Dominant Regions Using Spatially Aware Fully Convolutional Networks, Tensor-Cut and Voronoi Diagrams Chenglong Wang H. Roth T. Kitasaka M. Oda Y. Hayashi Y. Yoshino Tokunori Yamamoto N. Sassa M. Goto K. Mori 44 19 0 05 Aug 2019
Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN Hang Min Devin Wilson Yinhuang Huang Samuel Kelly Stuart Crozier A. Bradley Shekhar S. Chandra MedIm 34 30 0 28 Jun 2019
Deep Learning for Automated Medical Image Analysis Wentao Zhu MedIm 25 3 0 12 Mar 2019
A Deep DUAL-PATH Network for Improved Mammogram Image Processing Heyi Li Dongdong Chen W. Nailon Mike E. Davies Dave Laurenson AI4CE 54 21 0 01 Mar 2019
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 137 1,405 0 19 Sep 2018
Breast Tumor Segmentation and Shape Classification in Mammograms using Generative Adversarial and Convolutional Neural Network V. Singh Hatem A. Rashwan S. Romaní Farhan Akram Nidhi Pandey ... Adel Saleh M. Arenas Miguel Arquez D. Puig J. Torrents-Barrena MedIm GAN 79 186 0 05 Sep 2018
Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-net Heyi Li Dongdong Chen B. Nailon Mike Davies Dave Laurenson SSeg 69 48 0 27 Aug 2018
AnatomyNet: Deep Learning for Fast and Fully Automated Whole-volume Segmentation of Head and Neck Anatomy Wentao Zhu Yufang Huang Liang Zeng Xuming Chen Yong Liu Zhen Qian Nan Du Wei Fan Xiaohui Xie SSeg 3DPC 62 441 0 15 Aug 2018
Cancer Metastasis Detection With Neural Conditional Random Field Yi Li Ming-Yu Liu MedIm 88 100 0 19 Jun 2018
DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule Detection Wentao Zhu Y. S. Vang Yufang Huang Xiaohui Xie MedIm 58 57 0 14 May 2018
Adapting Mask-RCNN for Automatic Nucleus Segmentation Jeremiah W. Johnson SSeg 156 157 0 01 May 2018
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images Qian Yu Yinghuan Shi Jinquan Sun Yang Gao Yakang Dai Jianbing Zhu 81 100 0 27 Apr 2018
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging Magdalini Paschali Sailesh Conjeti Fernando Navarro Nassir Navab OOD MedIm AAML 97 93 0 23 Mar 2018
Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification Y. S. Vang Zhen Chen Xiaohui Xie 69 100 0 03 Feb 2018
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification Wentao Zhu Chaochun Liu Wei Fan Xiaohui Xie MedIm 61 380 0 25 Jan 2018
Structured Triplet Learning with POS-tag Guided Attention for Visual Question Answering Zhe Wang Xiaoyi Liu Liangjian Chen Limin Wang Yu Qiao Xiaohui Xie Charless C. Fowlkes 58 14 0 24 Jan 2018