A Short Survey on Set-Based Aggregation Techniques for Single-Vector WSI Representation in Digital Pathology
Fuente:
arXiv
Saved in:
| Main Authors: | Hemati, S., Kalari, Krishna R., Tizhoosh, H. R. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Aggregation Schemes for Single-Vector WSI Representation Learning in Digital Pathology
by: Hemati, Sobhan, et al.
Published: (2025)
by: Hemati, Sobhan, et al.
Published: (2025)
Zero-Shot Whole Slide Image Retrieval in Histopathology Using Embeddings of Foundation Models
by: Alfasly, Saghir, et al.
Published: (2024)
by: Alfasly, Saghir, et al.
Published: (2024)
Multimodal Learning for Scalable Representation of High-Dimensional Medical Data
by: Alsaafin, Areej, et al.
Published: (2024)
by: Alsaafin, Areej, et al.
Published: (2024)
On Validation of Search & Retrieval of Tissue Images in Digital Pathology
by: Tizhoosh, H. R.
Published: (2024)
by: Tizhoosh, H. R.
Published: (2024)
Foundation Models and Information Retrieval in Digital Pathology
by: Tizhoosh, H. R.
Published: (2024)
by: Tizhoosh, H. R.
Published: (2024)
SPLICE -- Streamlining Digital Pathology Image Processing
by: Alsaafin, Areej, et al.
Published: (2024)
by: Alsaafin, Areej, et al.
Published: (2024)
Overfitting in Histopathology Model Training: The Need for Customized Architectures
by: Alfasly, Saghir, et al.
Published: (2025)
by: Alfasly, Saghir, et al.
Published: (2025)
On Image Search in Histopathology
by: Tizhoosh, H. R., et al.
Published: (2024)
by: Tizhoosh, H. R., et al.
Published: (2024)
GNCAF: A GNN-based Neighboring Context Aggregation Framework for Tertiary Lymphoid Structures Semantic Segmentation in WSI
by: Su, Lei
Published: (2025)
by: Su, Lei
Published: (2025)
Are Compact Rationales Free? Measuring Tile Selection Headroom in Frozen WSI-MIL
by: Jung, Hyun Do, et al.
Published: (2026)
by: Jung, Hyun Do, et al.
Published: (2026)
Multistain Pretraining for Slide Representation Learning in Pathology
by: Jaume, Guillaume, et al.
Published: (2024)
by: Jaume, Guillaume, et al.
Published: (2024)
Artificial Intelligence for Digital and Computational Pathology
by: Song, Andrew H., et al.
Published: (2023)
by: Song, Andrew H., et al.
Published: (2023)
Cross-Cancer Knowledge Transfer in WSI-based Prognosis Prediction
by: Liu, Pei, et al.
Published: (2025)
by: Liu, Pei, et al.
Published: (2025)
StainPIDR: A Pathological Image Decouplingand Reconstruction Method for Stain Normalization Based on Color Vector Quantization and Structure Restaining
by: Chen, Zheng
Published: (2025)
by: Chen, Zheng
Published: (2025)
The Role of Graph-based MIL and Interventional Training in the Generalization of WSI Classifiers
by: Pereira, Rita, et al.
Published: (2025)
by: Pereira, Rita, et al.
Published: (2025)
IRS: Incremental Relationship-guided Segmentation for Digital Pathology
by: Deng, Ruining, et al.
Published: (2025)
by: Deng, Ruining, et al.
Published: (2025)
From Pixel to Slide image: Polarization Modality-based Pathological Diagnosis Using Representation Learning
by: Dong, Jia, et al.
Published: (2024)
by: Dong, Jia, et al.
Published: (2024)
HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization
by: Tang, Yucheng, et al.
Published: (2024)
by: Tang, Yucheng, et al.
Published: (2024)
Characterizing the Interpretability of Attention Maps in Digital Pathology
by: Albuquerque, Tomé, et al.
Published: (2024)
by: Albuquerque, Tomé, et al.
Published: (2024)
RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge
by: Wodzinski, Marek, et al.
Published: (2024)
by: Wodzinski, Marek, et al.
Published: (2024)
Semi-Automated Quality Assurance in Digital Pathology: Tile Classification Approach
by: VandeHaar, Meredith, et al.
Published: (2025)
by: VandeHaar, Meredith, et al.
Published: (2025)
Quantitative Benchmarking of Anomaly Detection Methods in Digital Pathology
by: Cui, Can, et al.
Published: (2025)
by: Cui, Can, 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)
Computational Pathology: A Survey Review and The Way Forward
by: Hosseini, Mahdi S., et al.
Published: (2023)
by: Hosseini, Mahdi S., et al.
Published: (2023)
Pathological MRI Segmentation by Synthetic Pathological Data Generation in Fetuses and Neonates
by: Kaandorp, Misha P. T, et al.
Published: (2025)
by: Kaandorp, Misha P. T, et al.
Published: (2025)
Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation?
by: Elphick, Matouš, et al.
Published: (2024)
by: Elphick, Matouš, et al.
Published: (2024)
Semi-Supervised Contrastive VAE for Disentanglement of Digital Pathology Images
by: Hasan, Mahmudul, et al.
Published: (2024)
by: Hasan, Mahmudul, et al.
Published: (2024)
Continual Domain Incremental Learning for Privacy-aware Digital Pathology
by: Kumari, Pratibha, et al.
Published: (2024)
by: Kumari, Pratibha, et al.
Published: (2024)
AURAD: Anatomy-Pathology Unified Radiology Synthesis with Progressive Representations
by: Ding, Shuhan, et al.
Published: (2025)
by: Ding, Shuhan, et al.
Published: (2025)
A Spatially-Aware Multiple Instance Learning Framework for Digital Pathology
by: Keshvarikhojasteh, Hassan, et al.
Published: (2025)
by: Keshvarikhojasteh, Hassan, et al.
Published: (2025)
PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI
by: Liu, Peirong, et al.
Published: (2024)
by: Liu, Peirong, et al.
Published: (2024)
Beyond Calibration: Confounding Pathology Limits Foundation Model Specificity in Abdominal Trauma CT
by: Raythatha, Jineel H, et al.
Published: (2026)
by: Raythatha, Jineel H, et al.
Published: (2026)
Comparing ImageNet Pre-training with Digital Pathology Foundation Models for Whole Slide Image-Based Survival Analysis
by: Papadopoulos, Kleanthis Marios, et al.
Published: (2024)
by: Papadopoulos, Kleanthis Marios, et al.
Published: (2024)
See Without Decoding: Motion-Vector-Based Tracking in Compressed Video
by: Duché, Axel, et al.
Published: (2026)
by: Duché, Axel, et al.
Published: (2026)
AttentionViG: Cross-Attention-Based Dynamic Neighbor Aggregation in Vision GNNs
by: Gedik, Hakan Emre, et al.
Published: (2025)
by: Gedik, Hakan Emre, et al.
Published: (2025)
Content Generation Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges
by: Zhang, Yuan, et al.
Published: (2025)
by: Zhang, Yuan, et al.
Published: (2025)
Vector Representations of Vessel Trees
by: Batten, James, et al.
Published: (2025)
by: Batten, James, et al.
Published: (2025)
Single-Subject Multi-View MRI Super-Resolution via Implicit Neural Representations
by: Kim, Heejong, et al.
Published: (2026)
by: Kim, Heejong, et al.
Published: (2026)
Hospital-Specific Bias in Patch-Based Pathology Models
by: Zhang, Mengliang
Published: (2025)
by: Zhang, Mengliang
Published: (2025)
Assessment of Cell Nuclei AI Foundation Models in Kidney Pathology
by: Guo, Junlin, et al.
Published: (2024)
by: Guo, Junlin, et al.
Published: (2024)
Similar Items
-
Aggregation Schemes for Single-Vector WSI Representation Learning in Digital Pathology
by: Hemati, Sobhan, et al.
Published: (2025) -
Zero-Shot Whole Slide Image Retrieval in Histopathology Using Embeddings of Foundation Models
by: Alfasly, Saghir, et al.
Published: (2024) -
Multimodal Learning for Scalable Representation of High-Dimensional Medical Data
by: Alsaafin, Areej, et al.
Published: (2024) -
On Validation of Search & Retrieval of Tissue Images in Digital Pathology
by: Tizhoosh, H. R.
Published: (2024) -
Foundation Models and Information Retrieval in Digital Pathology
by: Tizhoosh, H. R.
Published: (2024)