Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks

2 December 2016

Papers citing "Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks"

13 / 13 papers shown

Title
Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN Peihceng Wu Runze Ma Teoh Teik Toe 25 1 0 15 Jul 2024
Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback Shenghuan Sun Gregory M. Goldgof A. Butte Ahmed Alaa MedIm 27 12 0 16 Jun 2023
Pavementscapes: a large-scale hierarchical image dataset for asphalt pavement damage segmentation Zheng Tong Tengyu Ma J. Huyan Wei-guang Zhang SSeg 38 2 0 24 Jul 2022
A Sneak Attack on Segmentation of Medical Images Using Deep Neural Network Classifiers Shuyue Guan Murray H. Loew 19 3 0 08 Jan 2022
A Real Use Case of Semi-Supervised Learning for Mammogram Classification in a Local Clinic of Costa Rica Saul Calderon-Ramirez Diego Murillo-Hernandez Kevin Rojas-Salazar David Elizondo Shengxiang-Yang Miguel A. Molina-Cabello 28 14 0 24 Jul 2021
Deep Learning Based Computer-Aided Systems for Breast Cancer Imaging : A Critical Review Yuliana Jiménez-Gaona María José Rodríguez-Álvarez Vasudevan Lakshminarayanan 15 71 0 30 Sep 2020
Explainable deep learning models in medical image analysis Amitojdeep Singh S. Sengupta Vasudevan Lakshminarayanan XAI 40 483 0 28 May 2020
Adversarial Augmentation for Enhancing Classification of Mammography Images Lukás Jendele Ondrej Skopek Anton S. Becker E. Konukoglu MedIm GAN 20 5 0 20 Feb 2019
MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis Nesreen Ahmed Theodore L. Willke M. Schaar 22 32 0 30 Oct 2018
Conditional Infilling GANs for Data Augmentation in Mammogram Classification Eric Wu K. Wu David D. Cox William Lotter MedIm 22 135 0 21 Jul 2018
Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography Li Shen L. Margolies J. Rothstein Eugene Fluder R. McBride W. Sieh MedIm 36 757 0 30 Aug 2017
A Multi-Scale CNN and Curriculum Learning Strategy for Mammogram Classification William Lotter Greg Sorensen David D. Cox 35 141 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 34 222 0 21 Mar 2017