Structure-Preserving Multi-Domain Stain Color Augmentation using
Style-Transfer with Disentangled Representations

Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled Representations

26 July 2021

Melanie Boxberg

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Papers citing "Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled Representations"

10 / 10 papers shown

Title
Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model Dominik Winter Nicolas Triltsch Marco Rosati Anatoliy Shumilov Ziya Kokaragac ... T. Padel L. S. Monasor Ross Hill Markus Schick N. Brieu DiffM MedIm 93 3 0 16 Jul 2024
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
Multimarginal Wasserstein Barycenter for Stain Normalization and Augmentation Saad Nadeem T. Hollmann Allen Tannenbaum 31 21 0 25 Jun 2020
Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential M. Tschuchnig G. Oostingh M. Gadermayr MedIm AI4CE GAN 76 90 0 30 Apr 2020
DRIT++: Diverse Image-to-Image Translation via Disentangled Representations Hsin-Ying Lee Hung-Yu Tseng Qi Mao Jia-Bin Huang Yu-Ding Lu Maneesh Kumar Singh Ming-Hsuan Yang DRL 78 781 0 02 May 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 50 486 0 18 Feb 2019
Distribution Matching Losses Can Hallucinate Features in Medical Image Translation Joseph Paul Cohen Margaux Luck S. Honari OOD MedIm 85 283 0 22 May 2018
StainGAN: Stain Style Transfer for Digital Histological Images M. Shaban Christoph Baur Nassir Navab Shadi Albarqouni MedIm 73 274 0 04 Apr 2018
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 94 3,637 0 16 Aug 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015