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Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain
  Normalization in Histopathology Images Analysis

Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis

Iranian Conference on Machine Vision and Image Processing (IMVIP), 2020
3 February 2020
Pegah Salehi
A. Chalechale
    MedIm
ArXiv (abs)PDFHTML

Papers citing "Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis"

22 / 22 papers shown
Cross-channel Perception Learning for H&E-to-IHC Virtual Staining
Cross-channel Perception Learning for H&E-to-IHC Virtual Staining
Hao Yang
JianYu Wu
Run Fang
X. Zhao
Yuan Ji
Zhiyu Chen
Guibin He
Junceng Guo
Wenshu Fan
Xinhua Zeng
188
1
0
09 Jun 2025
LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer Screening
LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer Screening
Jiangdong Cai
Haotian Jiang
Zhenrong Shen
Yonghao Li
Honglin Xiong
Lichi Zhang
Qian Wang
218
0
0
09 Mar 2025
Enhancing GANs with Contrastive Learning-Based Multistage Progressive
  Finetuning SNN and RL-Based External Optimization
Enhancing GANs with Contrastive Learning-Based Multistage Progressive Finetuning SNN and RL-Based External Optimization
Osama Mustafa
MedIm
358
0
0
30 Sep 2024
Dataset Distillation for Histopathology Image Classification
Dataset Distillation for Histopathology Image Classification
Cong Cong
Shiyu Xuan
Sidong Liu
Maurice Pagnucco
Shiliang Zhang
Yang Song
DD
261
3
0
19 Aug 2024
StainFuser: Controlling Diffusion for Faster Neural Style Transfer in
  Multi-Gigapixel Histology Images
StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images
R. Jewsbury
Ruoyu Wang
A. Bhalerao
Nasir M. Rajpoot
Q. Vu
397
7
0
14 Mar 2024
Improving Performance in Colorectal Cancer Histology Decomposition using
  Deep and Ensemble Machine Learning
Improving Performance in Colorectal Cancer Histology Decomposition using Deep and Ensemble Machine Learning
Fabi Prezja
L. Annala
Sampsa Kiiskinen
Suvi Lahtinen
Timo Ojala
Pekka Ruusuvuori
Teijo Kuopio
240
25
0
25 Oct 2023
Class-Specific Data Augmentation: Bridging the Imbalance in Multiclass
  Breast Cancer Classification
Class-Specific Data Augmentation: Bridging the Imbalance in Multiclass Breast Cancer Classification
Kanan Mahammadli
Abdullah Burkan Bereketoglu
A. Kabakcı
174
2
0
15 Oct 2023
Generative Adversarial Networks for Stain Normalisation in
  Histopathology
Generative Adversarial Networks for Stain Normalisation in Histopathology
Jack Breen
K. Zucker
Katie Allen
Nishant Ravikumar
Nicolas M. Orsi
GANMedIm
274
2
0
05 Aug 2023
ContriMix: Scalable stain color augmentation for domain generalization
  without domain labels in digital pathology
ContriMix: Scalable stain color augmentation for domain generalization without domain labels in digital pathology
Tan H. Nguyen
Dinkar Juyal
Jin Li
Aaditya (Adi) Prakash
Shima Nofallah
...
Michael Griffin
Anand Sampat
J. Abel
Justin Lee
A. Taylor-Weiner
MedIm
381
7
0
07 Jun 2023
ParamNet: A Dynamic Parameter Network for Fast Multi-to-One Stain
  Normalization
ParamNet: A Dynamic Parameter Network for Fast Multi-to-One Stain Normalization
Hongtao Kang
Die Luo
Li Chen
Junbo Hu
Tingwei Quan
Shaoqun Zeng
Shenghua Cheng
Xiuli Liu
MedIm
275
0
0
11 May 2023
Multi-domain stain normalization for digital pathology: A
  cycle-consistent adversarial network for whole slide images
Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images
Martin J. Hetz
Tabea-Clara Bucher
T. Brinker
OODMedIm
262
28
0
23 Jan 2023
Deep Learning-enabled Virtual Histological Staining of Biological
  Samples
Deep Learning-enabled Virtual Histological Staining of Biological SamplesLight: Science & Applications (Light Sci Appl), 2022
Bijie Bai
Xilin Yang
Yuzhu Li
Yijie Zhang
N. Pillar
Aydogan Ozcan
164
274
0
13 Nov 2022
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
Jelica Vasiljević
Friedrich Feuerhake
Cédric Wemmert
T. Lampert
MedIm
246
9
0
18 Oct 2022
Comparative analysis of segmentation and generative models for
  fingerprint retrieval task
Comparative analysis of segmentation and generative models for fingerprint retrieval task
Megha Patel
Devarsh Patel
Sarthak Patel
152
1
0
13 Sep 2022
RandStainNA: Learning Stain-Agnostic Features from Histology Slides by
  Bridging Stain Augmentation and Normalization
RandStainNA: Learning Stain-Agnostic Features from Histology Slides by Bridging Stain Augmentation and NormalizationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Yiqing Shen
Yulin Luo
Hongtu Zhu
Jing Ke
OOD
215
71
0
25 Jun 2022
A SSIM Guided cGAN Architecture For Clinically Driven Generative Image
  Synthesis of Multiplexed Spatial Proteomics Channels
A SSIM Guided cGAN Architecture For Clinically Driven Generative Image Synthesis of Multiplexed Spatial Proteomics ChannelsIEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2022
Jillur Rahman Saurav
M. Nasr
Paul Koomey
Michael Robben
Manfred Huber
J. Weidanz
B. Ryan
E. Ruppin
Peng-Tao Jiang
Jacob M. Luber
MedIm
286
9
0
20 May 2022
RestainNet: a self-supervised digital re-stainer for stain normalization
RestainNet: a self-supervised digital re-stainer for stain normalizationComputers & electrical engineering (CEE), 2022
Bingchao Zhao
Jiatai Lin
C. Liang
Zongjian Yi
Xin Chen
...
Weihao Qiu
Dan Li
Li Liang
Chu Han
Zaiyi Liu
241
38
0
28 Feb 2022
Inter-Semantic Domain Adversarial in Histopathological Images
Inter-Semantic Domain Adversarial in Histopathological Images
Nicolas Dumas
V. Derangère
L. Arnould
S. Ladoire
Louis-Oscar Morel
Nathan Vinçon
OODMedIm
145
0
0
22 Jan 2022
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision
  and Meta-Learning
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning
Nassim Bouteldja
B. Klinkhammer
Tarek Schlaich
P. Boor
Dorit Merhof
MedIm
254
26
0
16 Dec 2021
Generation of the NIR spectral Band for Satellite Images with
  Convolutional Neural Networks
Generation of the NIR spectral Band for Satellite Images with Convolutional Neural NetworksItalian National Conference on Sensors (INS), 2021
S. Illarionova
Dmitrii G. Shadrin
A. Trekin
V. Ignatiev
Ivan Oseledets
GAN
345
23
0
13 Jun 2021
StainNet: a fast and robust stain normalization network
StainNet: a fast and robust stain normalization networkFrontiers in Medicine (Front. Med.), 2020
Hongtao Kang
Die Luo
Weihua Feng
Junbo Hu
Shaoqun Zeng
Tingwei Quan
Xiuli Liu
OODMedIm
437
105
0
23 Dec 2020
Generative Adversarial Networks (GANs): An Overview of Theoretical
  Model, Evaluation Metrics, and Recent Developments
Generative Adversarial Networks (GANs): An Overview of Theoretical Model, Evaluation Metrics, and Recent Developments
Pegah Salehi
A. Chalechale
M. Taghizadeh
EGVM
166
45
0
27 May 2020
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