Prompt-Guided Adaptive Model Transformation for Whole Slide Image Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Lin, Yi, Zhu, Zhengjie, Cheng, Kwang-Ting, Chen, Hao |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification
by: Li, Shuhan, et al.
Published: (2024)
by: Li, Shuhan, et al.
Published: (2024)
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification
by: Jin, Cheng, et al.
Published: (2024)
by: Jin, Cheng, et al.
Published: (2024)
CARE: A Molecular-Guided Foundation Model with Adaptive Region Modeling for Whole Slide Image Analysis
by: Zhang, Di, et al.
Published: (2026)
by: Zhang, Di, et al.
Published: (2026)
Fourier Transform Multiple Instance Learning for Whole Slide Image Classification
by: Bilic, Anthony, et al.
Published: (2025)
by: Bilic, Anthony, et al.
Published: (2025)
Cell Nuclei Detection and Classification in Whole Slide Images with Transformers
by: Pina, Oscar, et al.
Published: (2025)
by: Pina, Oscar, et al.
Published: (2025)
TAKT: Target-Aware Knowledge Transfer for Whole Slide Image Classification
by: Xiong, Conghao, et al.
Published: (2023)
by: Xiong, Conghao, et al.
Published: (2023)
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
by: Li, Honglin, et al.
Published: (2024)
by: Li, Honglin, 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)
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)
MAPLE: Multi-scale Attribute-enhanced Prompt Learning for Few-shot Whole Slide Image Classification
by: Zhou, Junjie, et al.
Published: (2025)
by: Zhou, Junjie, 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)
DSAGL: Dual-Stream Attention-Guided Learning for Weakly Supervised Whole Slide Image Classification
by: Cao, Daoxi, et al.
Published: (2025)
by: Cao, Daoxi, et al.
Published: (2025)
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)
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction
by: Li, Hao, et al.
Published: (2024)
by: Li, Hao, et al.
Published: (2024)
Aligning Medical Images with General Knowledge from Large Language Models
by: Fang, Xiao, et al.
Published: (2024)
by: Fang, Xiao, et al.
Published: (2024)
Hard Negative Sample Mining for Whole Slide Image Classification
by: Huang, Wentao, et al.
Published: (2024)
by: Huang, Wentao, et al.
Published: (2024)
Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification
by: Zheng, Tingting, et al.
Published: (2024)
by: Zheng, Tingting, et al.
Published: (2024)
MOC: Meta-Optimized Classifier for Few-Shot Whole Slide Image Classification
by: Xiang, Tianqi, et al.
Published: (2025)
by: Xiang, Tianqi, et al.
Published: (2025)
MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning
by: Han, Minghao, et al.
Published: (2024)
by: Han, Minghao, et al.
Published: (2024)
Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification
by: Qu, Linhao, et al.
Published: (2024)
by: Qu, Linhao, et al.
Published: (2024)
Parameter-efficient Prompt Tuning and Hierarchical Textual Guidance for Few-shot Whole Slide Image Classification
by: Bogahawatte, Jayanie, et al.
Published: (2026)
by: Bogahawatte, Jayanie, et al.
Published: (2026)
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
by: Zhang, Yunlong, et al.
Published: (2024)
by: Zhang, Yunlong, 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)
A Prototype-Guided Coarse Annotations Refining Approach for Whole Slide Images
by: Yao, Bingjian, et al.
Published: (2025)
by: Yao, Bingjian, et al.
Published: (2025)
Revisiting Deep Ensemble Uncertainty for Enhanced Medical Anomaly Detection
by: Gu, Yi, et al.
Published: (2024)
by: Gu, Yi, et al.
Published: (2024)
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)
Tissue Classification and Whole-Slide Images Analysis via Modeling of the Tumor Microenvironment and Biological Pathways
by: Liu, Junzhuo, et al.
Published: (2026)
by: Liu, Junzhuo, et al.
Published: (2026)
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification
by: Guo, Zhengrui, et al.
Published: (2024)
by: Guo, Zhengrui, et al.
Published: (2024)
Multiple Instance Learning with random sampling for Whole Slide Image Classification
by: Keshvarikhojasteh, H., et al.
Published: (2024)
by: Keshvarikhojasteh, H., et al.
Published: (2024)
Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification
by: Wong, Bryan, et al.
Published: (2024)
by: Wong, Bryan, et al.
Published: (2024)
MacNet: An End-to-End Manifold-Constrained Adaptive Clustering Network for Interpretable Whole Slide Image Classification
by: Ma, Mingrui, et al.
Published: (2026)
by: Ma, Mingrui, et al.
Published: (2026)
PTCMIL: Multiple Instance Learning via Prompt Token Clustering for Whole Slide Image Analysis
by: Zhao, Beidi, et al.
Published: (2025)
by: Zhao, Beidi, 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)
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)
MECFormer: Multi-task Whole Slide Image Classification with Expert Consultation Network
by: Bui, Doanh C., et al.
Published: (2024)
by: Bui, Doanh C., et al.
Published: (2024)
Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification
by: Sun, Susu, et al.
Published: (2025)
by: Sun, Susu, et al.
Published: (2025)
Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification
by: Zheng, Weixi, et al.
Published: (2025)
by: Zheng, Weixi, et al.
Published: (2025)
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology
by: Sun, Yuxuan, et al.
Published: (2024)
by: Sun, Yuxuan, et al.
Published: (2024)
Benchmarking Pathology Feature Extractors for Whole Slide Image Classification
by: Wölflein, Georg, et al.
Published: (2023)
by: Wölflein, Georg, et al.
Published: (2023)
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
by: Qu, Linhao, et al.
Published: (2023)
by: Qu, Linhao, et al.
Published: (2023)
Similar Items
-
Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification
by: Li, Shuhan, et al.
Published: (2024) -
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification
by: Jin, Cheng, et al.
Published: (2024) -
CARE: A Molecular-Guided Foundation Model with Adaptive Region Modeling for Whole Slide Image Analysis
by: Zhang, Di, et al.
Published: (2026) -
Fourier Transform Multiple Instance Learning for Whole Slide Image Classification
by: Bilic, Anthony, et al.
Published: (2025) -
Cell Nuclei Detection and Classification in Whole Slide Images with Transformers
by: Pina, Oscar, et al.
Published: (2025)