HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer
and Stain Invariant Segmentation in Renal Histopathology

HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology

18 October 2022

Jelica Vasiljević

Friedrich Feuerhake

Cédric Wemmert

Papers citing "HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology"

10 / 10 papers shown

Title
Self adversarial attack as an augmentation method for immunohistochemical stainings Jelica Vasiljević Friedrich Feuerhake Cédric Wemmert T. Lampert MedIm 24 6 0 21 Mar 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 36 80 0 23 Dec 2020
Towards Histopathological Stain Invariance by Unsupervised Domain Augmentation using Generative Adversarial Networks Jelica Vasiljević Friedrich Feuerhake Cédric Wemmert T. Lampert GAN OOD MedIm 26 39 0 22 Dec 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 127 1,880 0 11 Jun 2020
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 95 577 0 28 Dec 2019
StarGAN v2: Diverse Image Synthesis for Multiple Domains Yunjey Choi Youngjung Uh Jaejun Yoo Jung-Woo Ha 3DH 103 1,742 0 04 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 260 5,797 0 03 Dec 2019
Self-Attentive Adversarial Stain Normalization A. Shrivastava W. Adorno Yash Sharma L. Ehsan S. A. Ali S. Moore B. Amadi P. Kelly Sana Syed Donald E. Brown MedIm 42 24 0 04 Sep 2019
Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology David Tellez G. Litjens Péter Bándi W. Bulten J. Bokhorst F. Ciompi Jeroen van der Laak MedIm OOD 48 484 0 18 Feb 2019
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 111 5,554 0 30 Mar 2017