Deformable Attention Graph Representation Learning for Histopathology Whole Slide Image Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Fu, Mingxi, Ling, Xitong, Chen, Yuxuan, Li, Jiawen, fu, fanglei, Yuan, Huaitian, Guan, Tian, He, Yonghong, Zhu, Lianghui |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multimodal Prototype Alignment for Semi-supervised Pathology Image Segmentation
by: Fu, Mingxi, et al.
Published: (2025)
by: Fu, Mingxi, et al.
Published: (2025)
Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis
by: Li, Jiawen, et al.
Published: (2024)
by: Li, Jiawen, et al.
Published: (2024)
Multimodal Distillation-Driven Ensemble Learning for Long-Tailed Histopathology Whole Slide Images Analysis
by: Ling, Xitong, et al.
Published: (2025)
by: Ling, Xitong, et al.
Published: (2025)
Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis
by: Ling, Xitong, et al.
Published: (2024)
by: Ling, Xitong, et al.
Published: (2024)
RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification
by: Chu, Hongbo, et al.
Published: (2024)
by: Chu, Hongbo, et al.
Published: (2024)
Cross-Modal Prototype Allocation: Unsupervised Slide Representation Learning via Patch-Text Contrast in Computational Pathology
by: Chen, Yuxuan, et al.
Published: (2025)
by: Chen, Yuxuan, et al.
Published: (2025)
MergeUp-augmented Semi-Weakly Supervised Learning for WSI Classification
by: Ouyang, Mingxi, et al.
Published: (2024)
by: Ouyang, Mingxi, et al.
Published: (2024)
Task-oriented Embedding Counts: Heuristic Clustering-driven Feature Fine-tuning for Whole Slide Image Classification
by: Wang, Xuenian, et al.
Published: (2024)
by: Wang, Xuenian, et al.
Published: (2024)
Dynamic Hypergraph Representation for Bone Metastasis Cancer Analysis
by: Chen, Yuxuan, et al.
Published: (2025)
by: Chen, Yuxuan, et al.
Published: (2025)
Slide-based Graph Collaborative Training for Histopathology Whole Slide Image Analysis
by: Shi, Jun, et al.
Published: (2024)
by: Shi, Jun, et al.
Published: (2024)
Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification
by: Shi, Zhan, et al.
Published: (2024)
by: Shi, Zhan, et al.
Published: (2024)
Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image
by: Li, Jiawen, et al.
Published: (2024)
by: Li, Jiawen, et al.
Published: (2024)
SAC-MIL: Spatial-Aware Correlated Multiple Instance Learning for Histopathology Whole Slide Image Classification
by: Bai, Yu, et al.
Published: (2025)
by: Bai, Yu, et al.
Published: (2025)
Leveraging Pre-trained Models for FF-to-FFPE Histopathological Image Translation
by: Zhang, Qilai, et al.
Published: (2024)
by: Zhang, Qilai, et al.
Published: (2024)
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
by: Li, Honglin, et al.
Published: (2024)
by: Li, Honglin, et al.
Published: (2024)
To What Extent Do Token-Level Representations from Pathology Foundation Models Improve Dense Prediction?
by: Chen, Weiming, et al.
Published: (2026)
by: Chen, Weiming, et al.
Published: (2026)
Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification
by: Yan, Renao, et al.
Published: (2023)
by: Yan, Renao, et al.
Published: (2023)
Towards a Comprehensive Benchmark for Pathological Lymph Node Metastasis in Breast Cancer Sections
by: Ling, Xitong, et al.
Published: (2024)
by: Ling, Xitong, et al.
Published: (2024)
StainNet: Scaling Self-Supervised Foundation Models on Immunohistochemistry and Special Stains for Computational Pathology
by: Li, Jiawen, et al.
Published: (2025)
by: Li, Jiawen, et al.
Published: (2025)
Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide Images
by: Han, Minghao, et al.
Published: (2024)
by: Han, Minghao, et al.
Published: (2024)
Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
by: Shui, Zhongyi, et al.
Published: (2025)
by: Shui, Zhongyi, et al.
Published: (2025)
A Digital Pathology Resource for Liver Cancer Quantification with Datasets, Benchmarks, and Tools
by: Xiao, Ying, et al.
Published: (2026)
by: Xiao, Ying, et al.
Published: (2026)
Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis
by: Zhao, Weiqin, et al.
Published: (2024)
by: Zhao, Weiqin, et al.
Published: (2024)
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
by: Zhang, Yunlong, et al.
Published: (2023)
by: Zhang, Yunlong, et al.
Published: (2023)
Anonymization of Whole Slide Images in Histopathology for Research and Education
by: Bisson, Tom, et al.
Published: (2022)
by: Bisson, Tom, et al.
Published: (2022)
Beyond ViT Tokens: Masked-Diffusion Pretrained Convolutional Pathology Foundation Model for Cell-Level Dense Prediction
by: Chen, Weiming, et al.
Published: (2026)
by: Chen, Weiming, et al.
Published: (2026)
HookMIL: Revisiting Context Modeling in Multiple Instance Learning for Computational Pathology
by: Ling, Xitong, et al.
Published: (2025)
by: Ling, Xitong, et al.
Published: (2025)
DiagR1: A Vision-Language Model Trained via Reinforcement Learning for Digestive Pathology Diagnosis
by: Ouyang, Minxi, et al.
Published: (2025)
by: Ouyang, Minxi, et al.
Published: (2025)
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal
by: Zhu, Xinyu, et al.
Published: (2024)
by: Zhu, Xinyu, et al.
Published: (2024)
Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis
by: Lee, Byung Hyun, et al.
Published: (2025)
by: Lee, Byung Hyun, et al.
Published: (2025)
Semantic Segmentation Based Quality Control of Histopathology Whole Slide Images
by: Patil, Abhijeet, et al.
Published: (2024)
by: Patil, Abhijeet, et al.
Published: (2024)
Can We Simplify Slide-level Fine-tuning of Pathology Foundation Models?
by: Li, Jiawen, et al.
Published: (2025)
by: Li, Jiawen, et al.
Published: (2025)
Hierarchical Multi-Scale Graph Learning with Knowledge-Guided Attention for Whole-Slide Image Survival Analysis
by: Xu, Bin, et al.
Published: (2026)
by: Xu, Bin, et al.
Published: (2026)
From Generic to Specialized: A Subspecialty Diagnostic System Powered by Self-Supervised Learning for Cervical Histopathology
by: Wang, Yizhi, et al.
Published: (2025)
by: Wang, Yizhi, et al.
Published: (2025)
Deep Learning-Based Segmentation of Whole-Slide Histopathology Images for Breast Cancer Diagnosis
by: Elena Rodriguez-Gonzalez, et al.
Published: (2025)
by: Elena Rodriguez-Gonzalez, et al.
Published: (2025)
Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images
by: Wang, Zhikang, et al.
Published: (2024)
by: Wang, Zhikang, et al.
Published: (2024)
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)
Predicting the Recurrence of Sporadic Odontogenic Keratocyst Using Whole‐Slide Histopathology Images With the Hybrid Encoder Iterative Attention Convolution Model
by: Samahit Mohanty, et al.
Published: (2025)
by: Samahit Mohanty, et al.
Published: (2025)
MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images
by: Ganguly, Aniruddha, et al.
Published: (2024)
by: Ganguly, Aniruddha, et al.
Published: (2024)
A Graph-Based Framework for Interpretable Whole Slide Image Analysis
by: Weers, Alexander, et al.
Published: (2025)
by: Weers, Alexander, et al.
Published: (2025)
Similar Items
-
Multimodal Prototype Alignment for Semi-supervised Pathology Image Segmentation
by: Fu, Mingxi, et al.
Published: (2025) -
Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis
by: Li, Jiawen, et al.
Published: (2024) -
Multimodal Distillation-Driven Ensemble Learning for Long-Tailed Histopathology Whole Slide Images Analysis
by: Ling, Xitong, et al.
Published: (2025) -
Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis
by: Ling, Xitong, et al.
Published: (2024) -
RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification
by: Chu, Hongbo, et al.
Published: (2024)