Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification

23 May 2017

Papers citing "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification"

33 / 83 papers shown

Title
Learning from Web Data with Self-Organizing Memory Module Y. Tu Li Niu Junjie Chen Dawei Cheng Liqing Zhang 66 20 0 28 Jun 2019
Energy Models for Better Pseudo-Labels: Improving Semi-Supervised Classification with the 1-Laplacian Graph Energy Angelica I. Aviles-Rivero Nicolas Papadakis Ruoteng Li P. Sellars Samar M. Alsaleh R. Tan Carola-Bibiane Schönlieb 84 3 0 20 Jun 2019
Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification Christoph Haarburger Michael Baumgartner Daniel Truhn Mirjam Broeckmann Hannah Schneider S. Schrading Christiane Kuhl Dorit Merhof 86 33 0 14 Jun 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 63 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 66 38 0 07 Jun 2019
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging F. Gao H. Yoon Teresa Wu Xianghua Chu 63 86 0 05 Jun 2019
Weakly and Semi Supervised Detection in Medical Imaging via Deep Dual Branch Net R. Bakalo Jacob Goldberger Rami Ben-Ari 37 4 0 29 Apr 2019
Classification and Detection in Mammograms with Weak Supervision via Dual Branch Deep Neural Net R. Bakalo Rami Ben-Ari Jacob Goldberger 80 15 0 28 Apr 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 56 501 0 20 Mar 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
Pre and Post-hoc Diagnosis and Interpretation of Malignancy from Breast DCE-MRI Gabriel Maicas A. Bradley Jacinto C. Nascimento Ian Reid G. Carneiro 82 28 0 25 Sep 2018
A Unified Mammogram Analysis Method via Hybrid Deep Supervision Rongzhao Zhang Han Zhang Albert C. S. Chung 34 8 0 31 Aug 2018
Nested multi-instance classification Alexander Stec Diego Klabjan J. Utke 8 0 0 30 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
Conditional Infilling GANs for Data Augmentation in Mammogram Classification Eric Wu K. Wu David D. Cox William Lotter MedIm 88 135 0 21 Jul 2018
Cancer Metastasis Detection With Neural Conditional Random Field Yi Li Ming-Yu Liu MedIm 88 100 0 19 Jun 2018
Training Medical Image Analysis Systems like Radiologists Gabriel Maicas A. Bradley Jacinto C. Nascimento Ian Reid G. Carneiro 79 55 0 28 May 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
Prediction and Localization of Student Engagement in the Wild A. Kaur Aamir Mustafa Love Mehta Abhinav Dhall 72 124 0 03 Apr 2018
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions L. Yao Jordan Prosky Eric Poblenz Ben Covington Kevin Lyman 63 123 0 21 Mar 2018
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 215 1,844 0 13 Feb 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 59 380 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
Visual Feature Attribution using Wasserstein GANs Christian F. Baumgartner Lisa M. Koch K. Tezcan Jia Xi Ang E. Konukoglu GAN MedIm 103 145 0 24 Nov 2017
Thoracic Disease Identification and Localization with Limited Supervision Zhe Li Chong Wang Mei Han Yuan Xue Wei Wei Li Li F. Li 81 330 0 17 Nov 2017
Adversarial Deep Structured Nets for Mass Segmentation from Mammograms Wentao Zhu Xiang Xiang T. Tran Gregory Hager Xiaohui Xie MedIm 61 113 0 24 Oct 2017
DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification Wentao Zhu Chaochun Liu Wei Fan Xiaohui Xie MedIm 60 66 0 16 Sep 2017
Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography Li Shen L. Margolies J. Rothstein Eugene Fluder R. McBride W. Sieh MedIm 96 771 0 30 Aug 2017
A Multi-Scale CNN and Curriculum Learning Strategy for Mammogram Classification William Lotter Greg Sorensen David D. Cox 68 142 0 21 Jul 2017
High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks Krzysztof J. Geras Stacey Wolfson Yiqiu Shen Nan Wu S. G. Kim Eric Kim Laura Heacock Ujas N Parikh Linda Moy Kyunghyun Cho 92 227 0 21 Mar 2017
Adversarial Deep Structural Networks for Mammographic Mass Segmentation Wentao Zhu Xiang Xiang Trac D. Tran Xiaohui Xie MedIm 84 67 0 18 Dec 2016