RestainNet: a self-supervised digital re-stainer for stain normalization

RestainNet: a self-supervised digital re-stainer for stain normalization

28 February 2022

ArXiv (abs)PDF HTML

Papers citing "RestainNet: a self-supervised digital re-stainer for stain normalization"

11 / 11 papers shown

Title
Stain Style Transfer of Histopathology Images Via Structure-Preserved Generative Learning Hanwen Liang Konstantinos N. Plataniotis Xingyu Li MedIm 51 24 0 24 Jul 2020
Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis Pegah Salehi A. Chalechale MedIm 52 83 0 03 Feb 2020
HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images S. Graham Q. Vu S. Raza A. Azam Yee Wah Tsang J. T. Kwak Nasir M. Rajpoot 80 1,033 0 16 Dec 2018
StainGAN: Stain Style Transfer for Digital Histological Images M. Shaban Christoph Baur Nassir Navab Shadi Albarqouni MedIm 73 274 0 04 Apr 2018
Context-based Normalization of Histological Stains using Deep Convolutional Features Daniel Bug Steffen Schneider A. Grote E. Oswald Friedrich Feuerhake J. Schüler Dorit Merhof MedIm 53 35 0 14 Aug 2017
The importance of stain normalization in colorectal tissue classification with convolutional networks F. Ciompi Oscar G. F. Geessink B. Bejnordi Gabriel Silva de Souza A. Baidoshvili G. Litjens Bram van Ginneken Iris Nagtegaal Jeroen van der Laak MedIm 52 201 0 20 Feb 2017
Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks Chuan Li Michael Wand GAN 82 1,433 0 15 Apr 2016
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest K. Sirinukunwattana J. Pluim Hao Chen Xiaojuan Qi Pheng-Ann Heng ... Philipp Kainz Michael Pfeiffer M. Urschler David R. J. Snead Nasir M. Rajpoot 96 800 0 01 Mar 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,341 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,260 0 22 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 258 10,419 0 06 Nov 2014