Generative Adversarial Networks for Stain Normalisation in Histopathology
Fuente:
arXiv
Saved in:
| Main Authors: | Breen, Jack, Zucker, Kieran, Allen, Katie, Ravikumar, Nishant, Orsi, Nicolas M. |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multi-Resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping
by: Breen, Jack, et al.
Published: (2024)
by: Breen, Jack, et al.
Published: (2024)
A Comprehensive Evaluation of Histopathology Foundation Models for Ovarian Cancer Subtype Classification
by: Breen, Jack, et al.
Published: (2024)
by: Breen, Jack, et al.
Published: (2024)
Reducing Histopathology Slide Magnification Improves the Accuracy and Speed of Ovarian Cancer Subtyping
by: Breen, Jack, et al.
Published: (2023)
by: Breen, Jack, et al.
Published: (2023)
A Generative Shape Compositional Framework to Synthesise Populations of Virtual Chimaeras
by: Dou, Haoran, et al.
Published: (2022)
by: Dou, Haoran, et al.
Published: (2022)
Producing Histopathology Phantom Images using Generative Adversarial Networks to improve Tumor Detection
by: Gautam, Vidit
Published: (2022)
by: Gautam, Vidit
Published: (2022)
Physics-Grounded Adversarial Stain Augmentation with Calibrated Coverage Guarantees
by: Hong, Mingi
Published: (2026)
by: Hong, Mingi
Published: (2026)
Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction
by: Maldonado-Garcia, Cynthia, et al.
Published: (2024)
by: Maldonado-Garcia, Cynthia, et al.
Published: (2024)
Stain Style Transfer using Transitive Adversarial Networks
by: Cai, Shaojin, et al.
Published: (2019)
by: Cai, Shaojin, et al.
Published: (2019)
Distance Guided Generative Adversarial Network for Explainable Binary Classifications
by: Xiong, Xiangyu, et al.
Published: (2023)
by: Xiong, Xiangyu, et al.
Published: (2023)
AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks
by: Fu, Yonggan, et al.
Published: (2020)
by: Fu, Yonggan, et al.
Published: (2020)
HistDiST: Histopathological Diffusion-based Stain Transfer
by: Großkopf, Erik, et al.
Published: (2025)
by: Großkopf, Erik, et al.
Published: (2025)
PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology
by: Shaikovski, George, et al.
Published: (2024)
by: Shaikovski, George, et al.
Published: (2024)
Early Stopping Criteria for Training Generative Adversarial Networks in Biomedical Imaging
by: Saad, Muhammad Muneeb, et al.
Published: (2024)
by: Saad, Muhammad Muneeb, et al.
Published: (2024)
Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets
by: Xu, Lei, et al.
Published: (2024)
by: Xu, Lei, et al.
Published: (2024)
Hallucination Detection in Virtually-Stained Histology: A Latent Space Baseline
by: Oh, Ji-Hun, et al.
Published: (2024)
by: Oh, Ji-Hun, et al.
Published: (2024)
MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks
by: Pasqualino, Giovanni, et al.
Published: (2024)
by: Pasqualino, Giovanni, et al.
Published: (2024)
Electrooptical Image Synthesis from SAR Imagery Using Generative Adversarial Networks
by: Rosario, Grant, et al.
Published: (2024)
by: Rosario, Grant, et al.
Published: (2024)
VLM-based Prompts as the Optimal Assistant for Unpaired Histopathology Virtual Staining
by: Chen, Zizhi, et al.
Published: (2025)
by: Chen, Zizhi, et al.
Published: (2025)
Mix-Domain Contrastive Learning for Unpaired H&E-to-IHC Stain Translation
by: Wang, Song, et al.
Published: (2024)
by: Wang, Song, et al.
Published: (2024)
UNIStainNet: Foundation-Model-Guided Virtual Staining of H&E to IHC
by: Saurav, Jillur Rahman, et al.
Published: (2026)
by: Saurav, Jillur Rahman, et al.
Published: (2026)
PET Synthesis via Self-supervised Adaptive Residual Estimation Generative Adversarial Network
by: Xue, Yuxin, et al.
Published: (2023)
by: Xue, Yuxin, et al.
Published: (2023)
PlantPlotGAN: A Physics-Informed Generative Adversarial Network for Plant Disease Prediction
by: Lopes, Felipe A., et al.
Published: (2023)
by: Lopes, Felipe A., et al.
Published: (2023)
Fortifying Fully Convolutional Generative Adversarial Networks for Image Super-Resolution Using Divergence Measures
by: Basu, Arkaprabha, et al.
Published: (2024)
by: Basu, Arkaprabha, et al.
Published: (2024)
Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial Networks
by: Osuala, Richard, et al.
Published: (2024)
by: Osuala, Richard, et al.
Published: (2024)
Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology
by: Chen, Fuyao, et al.
Published: (2025)
by: Chen, Fuyao, et al.
Published: (2025)
Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution
by: Fischer, Maximilian, et al.
Published: (2024)
by: Fischer, Maximilian, et al.
Published: (2024)
Learning to reconstruct the bubble distribution with conductivity maps using Invertible Neural Networks and Error Diffusion
by: Kumar, Nishant, et al.
Published: (2023)
by: Kumar, Nishant, et al.
Published: (2023)
StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images
by: Jewsbury, Robert, et al.
Published: (2024)
by: Jewsbury, Robert, et al.
Published: (2024)
FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia
by: Zhang, Longling, et al.
Published: (2021)
by: Zhang, Longling, et al.
Published: (2021)
Utilizing Generative Adversarial Networks for Image Data Augmentation and Classification of Semiconductor Wafer Dicing Induced Defects
by: Hu, Zhining, et al.
Published: (2024)
by: Hu, Zhining, et al.
Published: (2024)
Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted Inversion
by: Xiong, Bing, et al.
Published: (2024)
by: Xiong, Bing, et al.
Published: (2024)
HistoViT: Vision Transformer for Accurate and Scalable Histopathological Cancer Diagnosis
by: Ahmed, Faisal
Published: (2025)
by: Ahmed, Faisal
Published: (2025)
HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis
by: Liu, Zhi-Bo, et al.
Published: (2024)
by: Liu, Zhi-Bo, et al.
Published: (2024)
Semantic Segmentation for Histopathology using Learned Regularization based on Global Proportions
by: Li, Yangping, et al.
Published: (2026)
by: Li, Yangping, et al.
Published: (2026)
MGAN-CRCM: A Novel Multiple Generative Adversarial Network and Coarse-Refinement Based Cognizant Method for Image Inpainting
by: Asad, Nafiz Al, et al.
Published: (2024)
by: Asad, Nafiz Al, et al.
Published: (2024)
Super-Resolution of 3D Micro-CT Images Using Generative Adversarial Networks: Enhancing Resolution and Segmentation Accuracy
by: Ugolkov, Evgeny, et al.
Published: (2025)
by: Ugolkov, Evgeny, et al.
Published: (2025)
Generative Adversarial Synthesis of Radar Point Cloud Scenes
by: Nawaz, Muhammad Saad, et al.
Published: (2024)
by: Nawaz, Muhammad Saad, et al.
Published: (2024)
R2C-GAN: Restore-to-Classify Generative Adversarial Networks for Blind X-Ray Restoration and COVID-19 Classification
by: Ahishali, Mete, et al.
Published: (2022)
by: Ahishali, Mete, et al.
Published: (2022)
Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery
by: Sasaki, Hiroshi, et al.
Published: (2020)
by: Sasaki, Hiroshi, et al.
Published: (2020)
Diagnosising Helicobacter pylori using AutoEncoders and Limited Annotations through Anomalous Staining Patterns in IHC Whole Slide Images
by: Cano, Pau, et al.
Published: (2024)
by: Cano, Pau, et al.
Published: (2024)
Similar Items
-
Multi-Resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping
by: Breen, Jack, et al.
Published: (2024) -
A Comprehensive Evaluation of Histopathology Foundation Models for Ovarian Cancer Subtype Classification
by: Breen, Jack, et al.
Published: (2024) -
Reducing Histopathology Slide Magnification Improves the Accuracy and Speed of Ovarian Cancer Subtyping
by: Breen, Jack, et al.
Published: (2023) -
A Generative Shape Compositional Framework to Synthesise Populations of Virtual Chimaeras
by: Dou, Haoran, et al.
Published: (2022) -
Producing Histopathology Phantom Images using Generative Adversarial Networks to improve Tumor Detection
by: Gautam, Vidit
Published: (2022)