Neural Stain-Style Transfer Learning using GAN for Histopathological
Images

Neural Stain-Style Transfer Learning using GAN for Histopathological Images

23 October 2017

Papers citing "Neural Stain-Style Transfer Learning using GAN for Histopathological Images"

15 / 15 papers shown

Title
Artificial Intelligence for Digital and Computational Pathology Andrew H. Song Guillaume Jaume Drew F. K. Williamson Ming Y. Lu Anurag J. Vaidya Tiffany R. Miller Faisal Mahmood AI4CE 30 130 0 13 Dec 2023
ClueGAIN: Application of Transfer Learning On Generative Adversarial Imputation Nets (GAIN) Simiao Zhao GAN 23 0 0 06 Feb 2023
HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology Jelica Vasiljević Friedrich Feuerhake Cédric Wemmert T. Lampert MedIm 45 3 0 18 Oct 2022
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression Niccolo Marini Manfredo Atzori Sebastian Otalora Stéphane Marchand-Maillet Henning Muller MedIm 33 11 0 17 Jan 2022
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning Nassim Bouteldja B. Klinkhammer Tarek Schlaich P. Boor Dorit Merhof MedIm 37 20 0 16 Dec 2021
Deep Learning-based Frozen Section to FFPE Translation Kutsev Bengisu Ozyoruk Sermet Can Guliz Irem Gokceler K. Başak D. Demir ... Tiffany Y. Chen Drew F. K. Williamson F. Yılmaz Faisal Mahmood Mehmet Turan 21 7 0 25 Jul 2021
StainNet: a fast and robust stain normalization network Hongtao Kang Die Luo Weihua Feng Junbo Hu Shaoqun Zeng Tingwei Quan Xiuli Liu OOD MedIm 27 79 0 23 Dec 2020
Stain Style Transfer of Histopathology Images Via Structure-Preserved Generative Learning Hanwen Liang Konstantinos N. Plataniotis Xingyu Li MedIm 19 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 29 81 0 03 Feb 2020
Generative Image Translation for Data Augmentation in Colorectal Histopathology Images Jerry W. Wei A. Suriawinata L. Vaickus Bing Ren Xiaoying Liu Jason W. Wei Saeed Hassanpour GAN MedIm 27 72 0 13 Oct 2019
Fast GPU-Enabled Color Normalization for Digital Pathology Goutham Ramakrishnan Deepak Anand A. Sethi OOD MedIm 22 36 0 10 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 16 52 0 26 Oct 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 18 408 0 13 Sep 2018
Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell Scoring on NSCLC Tissue Needle Biopsies A. Kapil A. Meier A. Zuraw K. Steele Marlon Rebelatto Gunter Schmidt N. Brieu 20 91 0 28 Jun 2018
Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue Y. Rivenson Hongda Wang Zhensong Wei Yibo Zhang Harun Günaydın Aydogan Ozcan MedIm 3DV 22 501 0 30 Mar 2018