Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology
Fuente:
arXiv
Saved in:
| Main Authors: | Nerrienet, Nicolas, Peyret, Rémy, Sockeel, Marie, Sockeel, Stéphane |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping
by: Yang, Shiqi, et al.
Published: (2024)
by: Yang, Shiqi, et al.
Published: (2024)
Ultrasound Image Enhancement using CycleGAN and Perceptual Loss
by: Athreya, Shreeram, et al.
Published: (2023)
by: Athreya, Shreeram, et al.
Published: (2023)
OCT2Confocal: 3D CycleGAN based Translation of Retinal OCT Images to Confocal Microscopy
by: Tian, Xin, et al.
Published: (2023)
by: Tian, Xin, et al.
Published: (2023)
Seg-CycleGAN : SAR-to-optical image translation guided by a downstream task
by: Zhang, Hannuo, et al.
Published: (2024)
by: Zhang, Hannuo, et al.
Published: (2024)
The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy
by: Tian, Xin, et al.
Published: (2024)
by: Tian, Xin, et al.
Published: (2024)
Leveraging Multimodal CycleGAN for the Generation of Anatomically Accurate Synthetic CT Scans from MRIs
by: Crespi, Leonardo, et al.
Published: (2024)
by: Crespi, Leonardo, et al.
Published: (2024)
S-CycleGAN: Semantic Segmentation Enhanced CT-Ultrasound Image-to-Image Translation for Robotic Ultrasonography
by: Song, Yuhan, et al.
Published: (2024)
by: Song, Yuhan, et al.
Published: (2024)
ABCDEFGH: An Adaptation-Based Convolutional Neural Network-CycleGAN Disease-Courses Evolution Framework Using Generative Models in Health Education
by: Min, Ruiming, et al.
Published: (2025)
by: Min, Ruiming, et al.
Published: (2025)
Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation
by: Khiati, Rezkellah Noureddine, et al.
Published: (2024)
by: Khiati, Rezkellah Noureddine, et al.
Published: (2024)
Contrastive-Based Deep Embeddings for Label Noise-Resilient Histopathology Image Classification
by: Dedieu, Lucas, et al.
Published: (2024)
by: Dedieu, Lucas, et al.
Published: (2024)
Hybrid deep learning-based strategy for the hepatocellular carcinoma cancer grade classification of H&E stained liver histopathology images
by: Deshpande, Ajinkya, et al.
Published: (2024)
by: Deshpande, Ajinkya, et al.
Published: (2024)
CycleGAN Models for MRI Image Translation
by: Czobit, Cassandra, et al.
Published: (2023)
by: Czobit, Cassandra, et al.
Published: (2023)
Evaluating unsupervised contrastive learning framework for MRI sequences classification
by: Wang, Yuli, et al.
Published: (2025)
by: Wang, Yuli, et al.
Published: (2025)
Assessing the risk of recurrence in early-stage breast cancer through H&E stained whole slide images
by: Lee, Geongyu, et al.
Published: (2024)
by: Lee, Geongyu, et al.
Published: (2024)
Switched auxiliary loss for robust training of transformer models for histopathological image segmentation
by: Hussain, Mustaffa, et al.
Published: (2023)
by: Hussain, Mustaffa, et al.
Published: (2023)
To deform or not: treatment-aware longitudinal registration for breast DCE-MRI during neoadjuvant chemotherapy via unsupervised keypoints detection
by: Han, Luyi, et al.
Published: (2024)
by: Han, Luyi, et al.
Published: (2024)
Auxiliary CycleGAN-guidance for Task-Aware Domain Translation from Duplex to Monoplex IHC Images
by: Brieu, Nicolas, et al.
Published: (2024)
by: Brieu, Nicolas, et al.
Published: (2024)
SA-CycleGAN-2.5D: Self-Attention CycleGAN with Tri-Planar Context for Multi-Site MRI Harmonization
by: Gowda, Ishrith, et al.
Published: (2026)
by: Gowda, Ishrith, et al.
Published: (2026)
Separated Attention: An Improved Cycle GAN Based Under Water Image Enhancement Method
by: Ghosh, Tashmoy
Published: (2024)
by: Ghosh, Tashmoy
Published: (2024)
Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study
by: Despotovic, Vladimir, et al.
Published: (2023)
by: Despotovic, Vladimir, et al.
Published: (2023)
ESKNet-An enhanced adaptive selection kernel convolution for breast tumors segmentation
by: Chen, Gongping, et al.
Published: (2022)
by: Chen, Gongping, et al.
Published: (2022)
DiagSet: a dataset for prostate cancer histopathological image classification
by: Koziarski, Michał, et al.
Published: (2021)
by: Koziarski, Michał, et al.
Published: (2021)
AmbientCycleGAN for Establishing Interpretable Stochastic Object Models Based on Mathematical Phantoms and Medical Imaging Measurements
by: Xu, Xichen, et al.
Published: (2024)
by: Xu, Xichen, et al.
Published: (2024)
A lightweight deep learning pipeline with DRDA-Net and MobileNet for breast cancer classification
by: Ahmadi, Mahdie, et al.
Published: (2024)
by: Ahmadi, Mahdie, et al.
Published: (2024)
Patch-based adaptive temporal filter and residual evaluation
by: Zhao, Weiying, et al.
Published: (2024)
by: Zhao, Weiying, et al.
Published: (2024)
Evaluation of Mean Shift, ComBat, and CycleGAN for Harmonizing Brain Connectivity Matrices Across Sites
by: Xu, Hanliang, et al.
Published: (2024)
by: Xu, Hanliang, et al.
Published: (2024)
Benchmarking Hierarchical Image Pyramid Transformer for the classification of colon biopsies and polyps in histopathology images
by: Contreras, Nohemi Sofia Leon, et al.
Published: (2024)
by: Contreras, Nohemi Sofia Leon, et al.
Published: (2024)
StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation
by: Wu, Sidi, et al.
Published: (2024)
by: Wu, Sidi, et al.
Published: (2024)
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)
GANs vs. Diffusion Models for virtual staining with the HER2match dataset
by: Klöckner, Pascal, et al.
Published: (2025)
by: Klöckner, Pascal, et al.
Published: (2025)
DIMA: DIffusing Motion Artifacts for unsupervised correction in brain MRI images
by: Angella, Paolo, et al.
Published: (2025)
by: Angella, Paolo, et al.
Published: (2025)
QWD-GAN: Quality-aware Wavelet-driven GAN for Unsupervised Medical Microscopy Images Denoising
by: Yang, Qijun, et al.
Published: (2025)
by: Yang, Qijun, et al.
Published: (2025)
$\mathbfΦ$-GAN: Physics-Inspired GAN for Generating SAR Images Under Limited Data
by: Zhang, Xidan, et al.
Published: (2025)
by: Zhang, Xidan, et al.
Published: (2025)
denoiSplit: a method for joint microscopy image splitting and unsupervised denoising
by: Ashesh, Ashesh, et al.
Published: (2024)
by: Ashesh, Ashesh, et al.
Published: (2024)
RT-GAN: Recurrent Temporal GAN for Adding Lightweight Temporal Consistency to Frame-Based Domain Translation Approaches
by: Mathew, Shawn, et al.
Published: (2023)
by: Mathew, Shawn, et al.
Published: (2023)
Nickel and Diming Your GAN: A Dual-Method Approach to Enhancing GAN Efficiency via Knowledge Distillation
by: Yeo, Sangyeop, et al.
Published: (2024)
by: Yeo, Sangyeop, et al.
Published: (2024)
Enabling Collagen Quantification on HE-stained Slides Through Stain Deconvolution and Restained HE-HES
by: Balezo, Guillaume, et al.
Published: (2022)
by: Balezo, Guillaume, et al.
Published: (2022)
VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains
by: Dubey, Shikha, et al.
Published: (2024)
by: Dubey, Shikha, et al.
Published: (2024)
CAS-GAN for Contrast-free Angiography Synthesis
by: Huang, De-Xing, et al.
Published: (2024)
by: Huang, De-Xing, et al.
Published: (2024)
Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN
by: Shatri, Elona, et al.
Published: (2024)
by: Shatri, Elona, et al.
Published: (2024)
Similar Items
-
DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping
by: Yang, Shiqi, et al.
Published: (2024) -
Ultrasound Image Enhancement using CycleGAN and Perceptual Loss
by: Athreya, Shreeram, et al.
Published: (2023) -
OCT2Confocal: 3D CycleGAN based Translation of Retinal OCT Images to Confocal Microscopy
by: Tian, Xin, et al.
Published: (2023) -
Seg-CycleGAN : SAR-to-optical image translation guided by a downstream task
by: Zhang, Hannuo, et al.
Published: (2024) -
The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy
by: Tian, Xin, et al.
Published: (2024)