Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Weiqin, Guo, Ziyu, Fan, Yinshuang, Jiang, Yuming, Yeung, Maximus, Yu, Lequan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
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)
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
by: Li, Honglin, et al.
Published: (2024)
by: Li, Honglin, et al.
Published: (2024)
Interpretable Multimodal Cancer Prototyping with Whole Slide Images and Incompletely Paired Genomics
by: Zhang, Yupei, et al.
Published: (2025)
by: Zhang, Yupei, et al.
Published: (2025)
Deformable Attention Graph Representation Learning for Histopathology Whole Slide Image Analysis
by: Fu, Mingxi, et al.
Published: (2025)
by: Fu, Mingxi, 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)
HyperPath: Knowledge-Guided Hyperbolic Semantic Hierarchy Modeling for WSI Analysis
by: Huang, Peixiang, et al.
Published: (2025)
by: Huang, Peixiang, et al.
Published: (2025)
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)
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
by: Huang, Yanyan, et al.
Published: (2024)
by: Huang, Yanyan, et al.
Published: (2024)
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)
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)
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)
Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions
by: Wang, Jun, et al.
Published: (2024)
by: Wang, Jun, et al.
Published: (2024)
SlideGCD: Slide-based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification
by: Shu, Tong, et al.
Published: (2024)
by: Shu, Tong, 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)
Decoding Future Risk: Deep Learning Analysis of Tubular Adenoma Whole-Slide Images
by: Rahu, Ahmed, et al.
Published: (2026)
by: Rahu, Ahmed, et al.
Published: (2026)
Benchmarking Pathology Feature Extractors for Whole Slide Image Classification
by: Wölflein, Georg, et al.
Published: (2023)
by: Wölflein, Georg, et al.
Published: (2023)
Benchmarking Histopathology Foundation Models for Ovarian Cancer Bevacizumab Treatment Response Prediction from Whole Slide Images
by: Mallya, Mayur, et al.
Published: (2024)
by: Mallya, Mayur, 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)
Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification
by: Gao, Yunhe, et al.
Published: (2024)
by: Gao, Yunhe, et al.
Published: (2024)
Semantic Segmentation Based Quality Control of Histopathology Whole Slide Images
by: Patil, Abhijeet, et al.
Published: (2024)
by: Patil, Abhijeet, et al.
Published: (2024)
Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology
by: Das, Amit, et al.
Published: (2024)
by: Das, Amit, et al.
Published: (2024)
MPath: Multimodal Pathology Report Generation from Whole Slide Images
by: Wahab, Noorul, et al.
Published: (2025)
by: Wahab, Noorul, et al.
Published: (2025)
Efficient Whole Slide Image Classification through Fisher Vector Representation
by: Gupta, Ravi Kant, et al.
Published: (2024)
by: Gupta, Ravi Kant, 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)
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)
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)
MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images
by: Bui, Doanh C., et al.
Published: (2025)
by: Bui, Doanh C., et al.
Published: (2025)
SEW: Self-calibration Enhanced Whole Slide Pathology Image Analysis
by: Luo, Haoming, et al.
Published: (2024)
by: Luo, Haoming, et al.
Published: (2024)
MUSE: Harnessing Precise and Diverse Semantics for Few-Shot Whole Slide Image Classification
by: Xu, Jiahao, et al.
Published: (2026)
by: Xu, Jiahao, et al.
Published: (2026)
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification
by: Zhao, Jianwei, et al.
Published: (2025)
by: Zhao, Jianwei, et al.
Published: (2025)
Tissue Artifact Segmentation and Severity Analysis for Automated Diagnosis Using Whole Slide Images
by: Himel, Galib Muhammad Shahriar
Published: (2024)
by: Himel, Galib Muhammad Shahriar
Published: (2024)
EvoPS: Evolutionary Patch Selection for Whole Slide Image Analysis in Computational Pathology
by: Hashemian, Saya, et al.
Published: (2025)
by: Hashemian, Saya, et al.
Published: (2025)
A Multi-scale Linear-time Encoder for Whole-Slide Image Analysis
by: Dwarampudi, Jagan Mohan Reddy, et al.
Published: (2026)
by: Dwarampudi, Jagan Mohan Reddy, et al.
Published: (2026)
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)
Exploiting Label-Independent Regularization from Spatial Dependencies for Whole Slide Image Analysis
by: Wu, Weiyi, et al.
Published: (2026)
by: Wu, Weiyi, et al.
Published: (2026)
Whole Slide Concepts: A Supervised Foundation Model For Pathological Images
by: Nicke, Till, et al.
Published: (2025)
by: Nicke, Till, et al.
Published: (2025)
Jigsaw Regularization in Whole-Slide Image Classification
by: Jeong, So Won, et al.
Published: (2026)
by: Jeong, So Won, et al.
Published: (2026)
ChatEXAONEPath: An Expert-level Multimodal Large Language Model for Histopathology Using Whole Slide Images
by: Kim, Sangwook, et al.
Published: (2025)
by: Kim, Sangwook, et al.
Published: (2025)
Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification
by: Chitnis, Soham Rohit, et al.
Published: (2023)
by: Chitnis, Soham Rohit, et al.
Published: (2023)
Similar Items
-
Slide-based Graph Collaborative Training for Histopathology Whole Slide Image Analysis
by: Shi, Jun, et al.
Published: (2024) -
Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis
by: Li, Jiawen, et al.
Published: (2024) -
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
by: Li, Honglin, et al.
Published: (2024) -
Interpretable Multimodal Cancer Prototyping with Whole Slide Images and Incompletely Paired Genomics
by: Zhang, Yupei, et al.
Published: (2025) -
Deformable Attention Graph Representation Learning for Histopathology Whole Slide Image Analysis
by: Fu, Mingxi, et al.
Published: (2025)