Deep learning-based compression of giga-resolution whole slide images
Fuente:
arXiv
Saved in:
| Main Authors: | Høibø, Maren, Gaucher, Etienne, Reinertsen, Ingerid, Valla, Marit, Smistad, Erik |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slides
by: Høibø, Maren, et al.
Published: (2023)
by: Høibø, Maren, et al.
Published: (2023)
Automatic brain tumor segmentation in 2D intra-operative ultrasound images using magnetic resonance imaging tumor annotations
by: Faanes, Mathilde, et al.
Published: (2024)
by: Faanes, Mathilde, et al.
Published: (2024)
Lightweight image segmentation for echocardiography
by: Kjelsrud, Anders, et al.
Published: (2025)
by: Kjelsrud, Anders, et al.
Published: (2025)
WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide images
by: Liu, Hong, et al.
Published: (2024)
by: Liu, Hong, et al.
Published: (2024)
Leveraging image captions for selective whole slide image annotation
by: Qiu, Jingna, et al.
Published: (2024)
by: Qiu, Jingna, et al.
Published: (2024)
Tumor segmentation on whole slide images: training or prompting?
by: Wu, Huaqian, et al.
Published: (2024)
by: Wu, Huaqian, et al.
Published: (2024)
Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide images
by: Habis, Antoine, et al.
Published: (2024)
by: Habis, Antoine, et al.
Published: (2024)
IMILIA: interpretable multiple instance learning for inflammation prediction in IBD from H&E whole slide images
by: Baiocco-Rodrigues, Thalyssa, et al.
Published: (2025)
by: Baiocco-Rodrigues, Thalyssa, et al.
Published: (2025)
An efficient framework based on large foundation model for cervical cytopathology whole slide image screening
by: Huang, Jialong, et al.
Published: (2024)
by: Huang, Jialong, et al.
Published: (2024)
Deep learning-based classification of breast cancer molecular subtypes from H&E whole-slide images
by: Tafavvoghi, Masoud, et al.
Published: (2024)
by: Tafavvoghi, Masoud, et al.
Published: (2024)
Histo-Miner: Deep learning based tissue features extraction pipeline from H&E whole slide images of cutaneous squamous cell carcinoma
by: Sancéré, Lucas, et al.
Published: (2025)
by: Sancéré, Lucas, et al.
Published: (2025)
Prostate biopsy whole slide image dataset from an underrepresented Middle Eastern population
by: Ali, Peshawa J. Muhammad, et al.
Published: (2025)
by: Ali, Peshawa J. Muhammad, et al.
Published: (2025)
Machine learning identification of maternal inflammatory response and histologic choroamnionitis from placental membrane whole slide images
by: Sharma, Abhishek, et al.
Published: (2024)
by: Sharma, Abhishek, et al.
Published: (2024)
QCAgent: An agentic framework for quality-controllable pathology report generation from whole slide image
by: Wang, Rundong, et al.
Published: (2026)
by: Wang, Rundong, et al.
Published: (2026)
Zero-shot segmentation of skin tumors in whole-slide images with vision-language foundation models
by: Moreno, Santiago, et al.
Published: (2025)
by: Moreno, Santiago, et al.
Published: (2025)
Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis
by: Li, Honglin, et al.
Published: (2024)
by: Li, Honglin, et al.
Published: (2024)
Contactless estimation of continuum displacement and mechanical compressibility from image series using a deep learning based framework
by: Antony, A. N. Maria, et al.
Published: (2026)
by: Antony, A. N. Maria, et al.
Published: (2026)
PathReasoning: A multimodal reasoning agent for query-based ROI navigation on whole-slide images
by: Zhang, Kunpeng, et al.
Published: (2025)
by: Zhang, Kunpeng, et al.
Published: (2025)
Deep learning assisted high resolution microscopy image processing for phase segmentation in functional composite materials
by: Raghavendran, Ganesh, et al.
Published: (2024)
by: Raghavendran, Ganesh, et al.
Published: (2024)
Efficient and generalizable prediction of molecular alterations in multiple cancer cohorts using H&E whole slide images
by: Ingale, Kshitij, et al.
Published: (2024)
by: Ingale, Kshitij, et al.
Published: (2024)
Regional quality estimation for echocardiography using deep learning
by: Van De Vyver, Gilles, et al.
Published: (2024)
by: Van De Vyver, Gilles, et al.
Published: (2024)
When normalization hallucinates: unseen risks in AI-powered whole slide image processing
by: Moens, Karel, et al.
Published: (2025)
by: Moens, Karel, et al.
Published: (2025)
Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion
by: Oskouei, Soroush, et al.
Published: (2024)
by: Oskouei, Soroush, et al.
Published: (2024)
A self-supervised framework for learning whole slide representations
by: Hou, Xinhai, et al.
Published: (2024)
by: Hou, Xinhai, et al.
Published: (2024)
Linking in Style: Understanding learned features in deep learning models
by: Wehrheim, Maren H., et al.
Published: (2024)
by: Wehrheim, Maren H., et al.
Published: (2024)
Deep learning-based ecological analysis of camera trap images is impacted by training data quality and quantity
by: Bevan, Peggy A., et al.
Published: (2024)
by: Bevan, Peggy A., et al.
Published: (2024)
Diffusion-based image inpainting with internal learning
by: Cherel, Nicolas, et al.
Published: (2024)
by: Cherel, Nicolas, et al.
Published: (2024)
Leveraging whole slide difficulty in Multiple Instance Learning to improve prostate cancer grading
by: Arrivat, Marie, et al.
Published: (2026)
by: Arrivat, Marie, et al.
Published: (2026)
Deep chroma compression of tone-mapped images
by: Milidonis, Xenios, et al.
Published: (2024)
by: Milidonis, Xenios, et al.
Published: (2024)
Deep sprite-based image models: An analysis
by: Baltacı, Zeynep Sonat, et al.
Published: (2026)
by: Baltacı, Zeynep Sonat, et al.
Published: (2026)
"No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology images
by: D'Amato, Marina, et al.
Published: (2025)
by: D'Amato, Marina, et al.
Published: (2025)
Identifying regions of interest in whole slide images of renal cell carcinoma
by: Benomar, Mohammed Lamine, et al.
Published: (2025)
by: Benomar, Mohammed Lamine, et al.
Published: (2025)
Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging
by: Zheng, Guangyao, et al.
Published: (2023)
by: Zheng, Guangyao, et al.
Published: (2023)
CLEAR-HPV: Interpretable concept discovery for human-papillomavirus-associated morphology in whole-slide histology
by: Qin, Weiyi, et al.
Published: (2026)
by: Qin, Weiyi, et al.
Published: (2026)
PathAlign: A vision-language model for whole slide images in histopathology
by: Ahmed, Faruk, et al.
Published: (2024)
by: Ahmed, Faruk, et al.
Published: (2024)
A unified FLAIR hyperintensity segmentation model for various CNS tumor types and acquisition time points
by: Faanes, Mathilde Gajda, et al.
Published: (2025)
by: Faanes, Mathilde Gajda, et al.
Published: (2025)
Robust compressive tracking via online weighted multiple instance learning
by: Sengar, Sandeep Singh
Published: (2024)
by: Sengar, Sandeep Singh
Published: (2024)
Lightweight single-image super-resolution network based on dual paths
by: Ke, Li, et al.
Published: (2024)
by: Ke, Li, et al.
Published: (2024)
Deep learning-based neurodevelopmental assessment in preterm infants
by: Ren, Lexin, et al.
Published: (2026)
by: Ren, Lexin, et al.
Published: (2026)
Test-time adaptation for image compression with distribution regularization
by: Chen, Kecheng, et al.
Published: (2024)
by: Chen, Kecheng, et al.
Published: (2024)
Similar Items
-
Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slides
by: Høibø, Maren, et al.
Published: (2023) -
Automatic brain tumor segmentation in 2D intra-operative ultrasound images using magnetic resonance imaging tumor annotations
by: Faanes, Mathilde, et al.
Published: (2024) -
Lightweight image segmentation for echocardiography
by: Kjelsrud, Anders, et al.
Published: (2025) -
WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide images
by: Liu, Hong, et al.
Published: (2024) -
Leveraging image captions for selective whole slide image annotation
by: Qiu, Jingna, et al.
Published: (2024)