Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future
Directions

Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions

13 April 2023

Luyang Luo

V. Vardhanabhuti

Kwang-Ting Cheng

Papers citing "Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions"

13 / 13 papers shown

Title
Knowledge Distillation to Ensemble Global and Interpretable Prototype-Based Mammogram Classification Models Chong Wang Yuanhong Chen Yuyuan Liu Yu Tian Fengbei Liu Davis J. McCarthy M. Elliott Helen Frazer G. Carneiro 41 19 0 26 Sep 2022
Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation Yuanhong Chen Hu Wang Chong Wang Yu Tian Fengbei Liu M. Elliott Davis J. McCarthy Helen Frazer G. Carneiro 45 19 0 21 Sep 2022
Check and Link: Pairwise Lesion Correspondence Guides Mammogram Mass Detection Zi-Long Zhao Dong Wang Yihong Chen Ziteng Wang Liwei Wang MedIm 16 6 0 13 Sep 2022
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification Yuan Xue Jiarong Ye Qianying Zhou L. R. Long Sameer Kiran Antani Z. Xue Carl Cornwell R. Zaino K. Cheng Xiaolei Huang MedIm 177 101 0 10 Nov 2021
Identifying Women with Mammographically-Occult Breast Cancer Leveraging GAN-Simulated Mammograms Juhun Lee R. Nishikawa 19 24 0 24 Sep 2021
Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images Zhenzhen Wang Carla Saoud A. Popel Aaron W. James Aleksander S. Popel Jeremias Sulam 16 20 0 22 Sep 2021
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer Haonan Wang Peng Cao Jiaqi Wang Osmar R. Zaiane MedIm ViT 123 708 0 09 Sep 2021
Instance-aware Self-supervised Learning for Nuclei Segmentation Xinpeng Xie Jiawei Chen Yuexiang Li Linlin Shen Kai Ma Yefeng Zheng SSL 100 59 0 22 Jul 2020
Learning from Suspected Target: Bootstrapping Performance for Breast Cancer Detection in Mammography Li Xiao Cheng Zhu Junjun Liu Chunlong Luo Peifang Liu Yi Zhao 13 5 0 01 Mar 2020
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 246 1,275 0 06 Mar 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,613 0 19 Feb 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,447 0 21 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 249 36,362 0 25 Aug 2016