Region-guided CycleGANs for Stain Transfer in Whole Slide Images

Region-guided CycleGANs for Stain Transfer in Whole Slide Images

26 August 2022

Maria Vakalopoulou

Stergios Christodoulidis

Papers citing "Region-guided CycleGANs for Stain Transfer in Whole Slide Images"

17 / 17 papers shown

Title
Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology Joseph Boyd Mykola Liashuha Eric Deutsch Nikos Paragios Stergios Christodoulidis Maria Vakalopoulou MedIm 44 35 0 07 Sep 2021
Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential M. Tschuchnig G. Oostingh M. Gadermayr MedIm AI4CE GAN 67 88 0 30 Apr 2020
Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images Ming Y. Lu Drew F. K. Williamson Tiffany Y. Chen Richard J. Chen Matteo Barbieri Faisal Mahmood 58 1,287 0 20 Apr 2020
PathologyGAN: Learning deep representations of cancer tissue A. Quiros R. Murray-Smith Ke-Fei Yuan MedIm GAN 25 85 0 04 Jul 2019
Object-driven Text-to-Image Synthesis via Adversarial Training Wenbo Li Pengchuan Zhang Lei Zhang Qiuyuan Huang Xiaodong He Siwei Lyu Jianfeng Gao GAN 43 300 0 27 Feb 2019
Realistic Image Generation using Region-phrase Attention Wanming Huang Yida Xu I. Oppermann GAN 25 15 0 04 Feb 2019
GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis Zhaoyang Xu Xingru Huang C. F. Moro B. Bozóky Qianni Zhang 36 82 0 13 Jan 2019
Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural Networks Zefang Zong J. Feng A. Lowe Hongzhi Shi MedIm 27 52 0 26 Oct 2018
A Generative Adversarial Model for Right Ventricle Segmentation N. Savioli M. Vieira P. Lamata Giovanni Montana GAN MedIm 43 7 0 27 Sep 2018
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond Xi Ouyang Yu Cheng Yi Ding Chun-Liang Li Pan Zhou GAN 56 73 0 05 Apr 2018
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 298 27,018 0 20 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 280 19,560 0 21 Nov 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 253 4,554 0 13 Nov 2016
Coupled Generative Adversarial Networks Ming-Yuan Liu Oncel Tuzel OOD GAN 69 1,626 0 24 Jun 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 183 10,202 0 27 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 806 149,474 0 22 Dec 2014