Contrastive virtual staining enhances deep learning‐based PDAC subtyping from H&E‐stained tissue cores
Fuente:
Wiley Open Access
Saved in:
| Main Authors: | Maximilian Fischer, Alexander Muckenhuber, Robin Peretzke, Luay Farah, Constantin Ulrich, Sebastian Ziegler, Philipp Schader, Lorenz Feineis, Hanno Gao, Shuhan Xiao, Michael Götz, Marco Nolden, Katja Steiger, Jens T Sieveke, Lukas Endrös, Rickmer Braren, Jens Kleesiek, Peter Schüffler, Peter Neher, Klaus Maier‐Hein |
|---|---|
| Format: | Artículo Open Access |
| Published: |
Wiley
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning
by: Fischer, Maximilian, et al.
Published: (2025)
by: Fischer, Maximilian, et al.
Published: (2025)
Unlocking the Potential of Digital Pathology: Novel Baselines for Compression
by: Fischer, Maximilian, et al.
Published: (2024)
by: Fischer, Maximilian, et al.
Published: (2024)
Minimally invasive determination of pancreatic ductal adenocarcinoma ( PDAC ) subtype by means of circulating cell‐free RNA
by: Martin Metzenmacher, et al.
Published: (2024)
by: Martin Metzenmacher, et al.
Published: (2024)
Kaapana: A Comprehensive Open-Source Platform for Integrating AI in Medical Imaging Research Environments
by: Akünal, Ünal, et al.
Published: (2025)
by: Akünal, Ünal, et al.
Published: (2025)
The role of immunohistochemistry staining and hematoxylin & eosin staining in the diagnosis of cytomegalovirus disease of the gastrointestinal tract
by: Pai‐Jui Yeh, et al.
Published: (2025)
by: Pai‐Jui Yeh, et al.
Published: (2025)
Marking shrimp with biological stains
by: Costello, T.J.
Published: (1959)
by: Costello, T.J.
Published: (1959)
Precision ICU Resource Planning: A Multimodal Model for Brain Surgery Outcomes
by: Fischer, Maximilian, et al.
Published: (2024)
by: Fischer, Maximilian, et al.
Published: (2024)
nnLandmark: A Self-Configuring Method for 3D Medical Landmark Detection
by: Ertl, Alexandra, et al.
Published: (2025)
by: Ertl, Alexandra, et al.
Published: (2025)
Label-free pathological subtyping of non-small cell lung cancer using deep classification and virtual immunohistochemical staining
by: Zang, Zhenya, et al.
Published: (2025)
by: Zang, Zhenya, et al.
Published: (2025)
Bridging Radiology and Pathology: A DICOM-Based Framework for Multimodal Mapping and Integrated Visualization
by: Rijhwani, Nilesh P., et al.
Published: (2025)
by: Rijhwani, Nilesh P., et al.
Published: (2025)
Hypocomplementaemic urticarial vasculitis with mesangioproliferative glomerulonephritis, interstitial nephritis and absent immune staining
by: Cindy‐Anne T. Bach, et al.
Published: (2026)
by: Cindy‐Anne T. Bach, et al.
Published: (2026)
Multi-target stain normalization for histology slides
by: Ivanov, Desislav, et al.
Published: (2024)
by: Ivanov, Desislav, et al.
Published: (2024)
Virtual histological staining of unlabeled autopsy tissue
by: Li, Yuzhu, et al.
Published: (2023)
by: Li, Yuzhu, et al.
Published: (2023)
Two modifies staines for use in oyster pathology
by: Heaton, L. H., Pauley, G. B
Published: (1969)
by: Heaton, L. H., Pauley, G. B
Published: (1969)
Effect of staining agents on color change of composites
by: Mateus Rodrigues Tonetto
Published: (2012)
by: Mateus Rodrigues Tonetto
Published: (2012)
Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain
by: Bujotzek, Markus R., et al.
Published: (2024)
by: Bujotzek, Markus R., et al.
Published: (2024)
CT-GRAPH: Hierarchical Graph Attention Network for Anatomy-Guided CT Report Generation
by: Kalisch, Hamza, et al.
Published: (2025)
by: Kalisch, Hamza, et al.
Published: (2025)
Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CT
by: Kalisch, Hamza, et al.
Published: (2024)
by: Kalisch, Hamza, et al.
Published: (2024)
De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient Privacy
by: Rempe, Moritz, et al.
Published: (2024)
by: Rempe, Moritz, et al.
Published: (2024)
Towards Synthetic Data Generation for Improved Pain Recognition in Videos under Patient Constraints
by: Nasimzada, Jonas, et al.
Published: (2024)
by: Nasimzada, Jonas, et al.
Published: (2024)
Region-Normalized DPO for Medical Image Segmentation under Noisy Judges
by: Kalisch, Hamza, et al.
Published: (2026)
by: Kalisch, Hamza, et al.
Published: (2026)
Foreign object segmentation in chest x-rays through anatomy-guided shape insertion
by: Seibold, Constantin, et al.
Published: (2025)
by: Seibold, Constantin, et al.
Published: (2025)
Can virtual staining for high-throughput screening generalize?
by: Tonks, Samuel, et al.
Published: (2024)
by: Tonks, Samuel, et al.
Published: (2024)
Competitive swimming and dental staining among Australian children
by: J Patel, et al.
Published: (2024)
by: J Patel, et al.
Published: (2024)
Competitive swimming and dental staining among Australian children
by: J Patel, et al.
Published: (2025)
by: J Patel, et al.
Published: (2025)
Survival of stained, tagged, and unmarked shrimp in the presence of predators
by: Costello, T.J., et al.
Published: (1962)
by: Costello, T.J., et al.
Published: (1962)
Self-Supervised Radiograph Anatomical Region Classification -- How Clean Is Your Real-World Data?
by: Langer, Simon, et al.
Published: (2024)
by: Langer, Simon, et al.
Published: (2024)
Single color digital H&E staining with In-and-Out Net
by: Chen, Mengkun, et al.
Published: (2024)
by: Chen, Mengkun, et al.
Published: (2024)
“Old stains, new perspective; Psychobiological models of personality and Rorschach”.
by: Hugo Selma Sanchez
Published: (2015)
by: Hugo Selma Sanchez
Published: (2015)
Hematite stained quartz in sediment core GIK13291-1
by: Voelker, Antje H L, et al.
Published: (2019)
by: Voelker, Antje H L, et al.
Published: (2019)
Benthic foraminifera (stained) in sub-Antarctic fjords of South Georgia
by: Majewski, Wojciech, et al.
Published: (2023)
by: Majewski, Wojciech, et al.
Published: (2023)
Effect of decalcification on immunohistochemical staining of trichorhinophalangeal syndrome type 1
by: Chen Miao, et al.
Published: (2024)
by: Chen Miao, et al.
Published: (2024)
Parental perceptions and acceptance of silver diamine fluoride staining in Italy
by: Maria Chiara Cappiello, et al.
Published: (2024)
by: Maria Chiara Cappiello, et al.
Published: (2024)
Optimizing the methodology for the assessment of bulbar conjunctival lissamine green staining
by: Neema Ghorbani‐Mojarrad, et al.
Published: (2024)
by: Neema Ghorbani‐Mojarrad, et al.
Published: (2024)
Quantification of cellular phototoxicity of organelle stains by the dynamics of microtubule polymerization
by: Shivam Mahapatra, et al.
Published: (2024)
by: Shivam Mahapatra, et al.
Published: (2024)
Census counts of Recent Rose Bengal stained and dead benthic foraminifera in the Ni-les'tun marsh, Oregon, USA
by: Milker, Yvonne, et al.
Published: (2022)
by: Milker, Yvonne, et al.
Published: (2022)
A Multicenter Benchmark of Multiple Instance Learning Models for Lymphoma Subtyping from HE-stained Whole Slide Images
by: Umer, Rao Muhammad, et al.
Published: (2025)
by: Umer, Rao Muhammad, et al.
Published: (2025)
Beyond Parameter Aggregation: Semantic Consensus for Federated Fine-Tuning of LLMs
by: Abourayya, Amr, et al.
Published: (2026)
by: Abourayya, Amr, et al.
Published: (2026)
Good Enough: Is it Worth Improving your Label Quality?
by: Jaus, Alexander, et al.
Published: (2025)
by: Jaus, Alexander, et al.
Published: (2025)
Similar Items
-
Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution
by: Fischer, Maximilian, et al.
Published: (2024) -
Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning
by: Fischer, Maximilian, et al.
Published: (2025) -
Unlocking the Potential of Digital Pathology: Novel Baselines for Compression
by: Fischer, Maximilian, et al.
Published: (2024) -
Minimally invasive determination of pancreatic ductal adenocarcinoma ( PDAC ) subtype by means of circulating cell‐free RNA
by: Martin Metzenmacher, et al.
Published: (2024) -
Kaapana: A Comprehensive Open-Source Platform for Integrating AI in Medical Imaging Research Environments
by: Akünal, Ünal, et al.
Published: (2025)