Cover Image

GANs vs. Diffusion Models for virtual staining with the HER2match dataset

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Klöckner, Pascal, Teixeira, José, Montezuma, Diana, Cardoso, Jaime S., Horlings, Hugo M., Oliveira, Sara P.
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An interpretable machine learning system for colorectal cancer diagnosis from pathology slides
by: Neto, Pedro C., et al.
Published: (2023)

From Explainable to Explained AI: Ideas for Falsifying and Quantifying Explanations
by: Schirris, Yoni, et al.
Published: (2025)

Comparative Analysis of Generative Models: Enhancing Image Synthesis with VAEs, GANs, and Stable Diffusion
by: Vivekananthan, Sanchayan
Published: (2024)

VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains
by: Dubey, Shikha, et al.
Published: (2024)

Local Padding in Patch-Based GANs for Seamless Infinite-Sized Texture Synthesis
by: Abdellatif, Alhasan, et al.
Published: (2023)

Multi-resolution Guided 3D GANs for Medical Image Translation
by: Ha, Juhyung, et al.
Published: (2024)

Enhancing Medical Imaging with GANs Synthesizing Realistic Images from Limited Data
by: Feng, Yinqiu, et al.
Published: (2024)

Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution
by: Fischer, Maximilian, et al.
Published: (2024)

Asymmetric GANs for Image-to-Image Translation
by: Tang, Hao, et al.
Published: (2019)

Enabling Collagen Quantification on HE-stained Slides Through Stain Deconvolution and Restained HE-HES
by: Balezo, Guillaume, et al.
Published: (2022)

CoroNetGAN: Controlled Pruning of GANs via Hypernetworks
by: Kumar, Aman, et al.
Published: (2024)

HER-Seg: Holistically Efficient Segmentation for High-Resolution Medical Images
by: Xu, Qing, et al.
Published: (2025)

ViTGAN: Training GANs with Vision Transformers
by: Lee, Kwonjoon, et al.
Published: (2021)

A robust and scalable framework for hallucination detection in virtual tissue staining and digital pathology
by: Huang, Luzhe, et al.
Published: (2024)

Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images
by: Hetz, Martin J., et al.
Published: (2023)

Assessing the risk of recurrence in early-stage breast cancer through H&E stained whole slide images
by: Lee, Geongyu, et al.
Published: (2024)

Multi-Scale Texture Loss for CT denoising with GANs
by: Di Feola, Francesco, et al.
Published: (2024)

Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks
by: Öttl, Mathias, et al.
Published: (2022)

Generalised Diffusion Probabilistic Scale-Spaces
by: Peter, Pascal
Published: (2023)

Geometric Generative Models based on Morphological Equivariant PDEs and GANs
by: Diop, El Hadji S., et al.
Published: (2024)

YOLOv5 vs. YOLOv8 in Marine Fisheries: Balancing Class Detection and Instance Count
by: Masum, Mahmudul Islam, et al.
Published: (2024)

Rotterdam artery-vein segmentation (RAV) dataset
by: Quiros, Jose Vargas, et al.
Published: (2025)

Cortical Surface Diffusion Generative Models
by: Xie, Zhenshan, et al.
Published: (2024)

Pixel super-resolved virtual staining of label-free tissue using diffusion models
by: Zhang, Yijie, et al.
Published: (2024)

LGD-Net: Latent-Guided Dual-Stream Network for HER2 Scoring with Task-Specific Domain Knowledge
by: Zhu, Peide, et al.
Published: (2026)

HER2 and FISH Status Prediction in Breast Biopsy H&E-Stained Images Using Deep Learning
by: Sekhar, Ardhendu, et al.
Published: (2024)

LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
by: Zhang, Hantao, et al.
Published: (2024)

Using Diffusion Models to Generate Synthetic Labelled Data for Medical Image Segmentation
by: Saragih, Daniel, et al.
Published: (2023)

SAR image matching algorithm based on multi-class features
by: Qiang, Mazhi, et al.
Published: (2021)

ReCoSeg++:Extended Residual-Guided Cross-Modal Diffusion for Brain Tumor Segmentation
by: Yavari, Sara, et al.
Published: (2025)

Leveraging Adversarial Learning for Pathological Fidelity in Virtual Staining
by: Teixeira, José, et al.
Published: (2025)

DMCIE: Diffusion Model with Concatenation of Inputs and Errors to Improve the Accuracy of the Segmentation of Brain Tumors in MRI Images
by: Yavari, Sara, et al.
Published: (2025)

pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization
by: Bendel, Matthew C., et al.
Published: (2024)

CowScreeningDB: A public benchmark dataset for lameness detection in dairy cows
by: Ismail, Shahid, et al.
Published: (2024)

Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN
by: Shatri, Elona, et al.
Published: (2024)

Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion models
by: Akbar, Muhammad Usman, et al.
Published: (2023)

Let it shine: Autofluorescence of Papanicolaou-stain improves AI-based cytological oral cancer detection
by: Lian, Wenyi, et al.
Published: (2024)

Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology
by: Nerrienet, Nicolas, et al.
Published: (2023)

Patch-Based Diffusion for Data-Efficient, Radiologist-Preferred MRI Reconstruction
by: Sanda, Rohan, et al.
Published: (2025)

Virtual histological staining of unlabeled autopsy tissue
by: Li, Yuzhu, et al.
Published: (2023)