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Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis

13 June 2021

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Papers citing "Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis"

30 / 30 papers shown

Title
Multi-label Thoracic Disease Image Classification with Cross-Attention Networks Congbo Ma Hu Wang Guosheng Lin 43 56 0 21 Jul 2020
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization Yiqiu Shen Nan Wu Jason Phang Jungkyu Park Kangning Liu ... Laura Heacock S. G. Kim Linda Moy Kyunghyun Cho Krzysztof J. Geras 66 170 0 13 Feb 2020
Evaluating Weakly Supervised Object Localization Methods Right Junsuk Choe Seong Joon Oh Seungho Lee Sanghyuk Chun Zeynep Akata Hyunjung Shim WSOL 357 189 0 21 Jan 2020
Deep learning with noisy labels: exploring techniques and remedies in medical image analysis Davood Karimi Haoran Dou Simon K. Warfield Ali Gholipour NoLa 95 542 0 05 Dec 2019
Improve CAM with Auto-adapted Segmentation and Co-supervised Augmentation Ziyi Kou Guofeng Cui Shaojie Wang Wentian Zhao Chenliang Xu WSOL 86 1 0 17 Nov 2019
Weakly Supervised Universal Fracture Detection in Pelvic X-rays Yirui Wang Le Lu Chi-Tung Cheng D. Jin Adam P. Harrison Jing Xiao Chien-Hung Liao S. Miao OOD 39 40 0 04 Sep 2019
Attention-based Dropout Layer for Weakly Supervised Object Localization Junsuk Choe Hyunjung Shim WSOL 107 367 0 27 Aug 2019
Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis Luyang Luo Hao Chen Xi Wang Qi Dou Huangjing Lin Juan Zhou Gongjie Li Pheng-Ann Heng 49 23 0 07 Jun 2019
Globally-Aware Multiple Instance Classifier for Breast Cancer Screening Yiqiu Shen Nan Wu Jason Phang Jungkyu Park S. G. Kim Linda Moy Kyunghyun Cho Krzysztof J. Geras 51 38 0 07 Jun 2019
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening Nan Wu Jason Phang Jungkyu Park Yiqiu Shen Zhe Huang ... S. G. Kim Laura Heacock Linda Moy Kyunghyun Cho Krzysztof J. Geras MedIm 47 499 0 20 Mar 2019
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis Brendon Lutnick Brandon G. Ginley D. Govind S. McGarry P. LaViolette Rabi Yacoub S. Jain J. Tomaszewski Kuang-Yu Jen P. Sarder 37 121 0 18 Dec 2018
Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images S. Sedai Dwarikanath Mahapatra Z. Ge R. Chakravorty R. Garnavi SSL 68 40 0 22 Aug 2018
Self-produced Guidance for Weakly-supervised Object Localization Xiaolin Zhang Yunchao Wei Guoliang Kang Yi Yang Thomas Huang WSOL 105 253 0 24 Jul 2018
Attention-Guided Curriculum Learning for Weakly Supervised Classification and Localization of Thoracic Diseases on Chest Radiographs Yuxing Tang Xiaosong Wang Adam P. Harrison Le Lu Jing Xiao Ronald M. Summers 67 154 0 19 Jul 2018
Adversarial Complementary Learning for Weakly Supervised Object Localization Xiaolin Zhang Yunchao Wei Jiashi Feng Yi Yang Thomas Huang WSOL 142 573 0 19 Apr 2018
Attention-Gated Networks for Improving Ultrasound Scan Plane Detection Jo Schlemper Ozan Oktay Liang Chen Jacqueline Matthew C. Knight Bernhard Kainz Ben Glocker Daniel Rueckert 69 92 0 15 Apr 2018
Roto-Translation Covariant Convolutional Networks for Medical Image Analysis Erik J. Bekkers Maxime W. Lafarge M. Veta K. Eppenhof J. Pluim R. Duits MedIm 70 174 0 10 Apr 2018
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions L. Yao Jordan Prosky Eric Poblenz Ben Covington Kevin Lyman 50 123 0 21 Mar 2018
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 175 1,816 0 13 Feb 2018
Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification Q. Guan Yaping Huang Zhun Zhong Zhedong Zheng Liang Zheng Yi Yang 58 260 0 30 Jan 2018
Detecting and classifying lesions in mammograms with Deep Learning D. Ribli A. Horváth Z. Unger P. Pollner I. Csabai MedIm 57 586 0 26 Jul 2017
Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules Xinyang Feng Jie Yang Andrew F. Laine Elsa D. Angelini 30 159 0 04 Jul 2017
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification Wentao Zhu Qi Lou Y. S. Vang Xiaohui Xie 55 275 0 23 May 2017
Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action Localization Krishna Kumar Singh Yong Jae Lee 74 681 0 13 Apr 2017
SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound Christian F. Baumgartner Konstantinos Kamnitsas Jacqueline Matthew Tara P. Fletcher Sandra Smith Lisa M. Koch Bernhard Kainz Daniel Rueckert 68 316 0 16 Dec 2016
Weakly Supervised Cascaded Convolutional Networks Ali Diba Vivek Sharma A. Pazandeh Hamed Pirsiavash Luc Van Gool WSOD 55 298 0 24 Nov 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 250 9,326 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 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 520 62,294 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015