WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Pingyi, Li, Honglin, Zhu, Chenglu, Zheng, Sunyi, Shui, Zhongyi, Yang, Lin |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering
by: Chen, Pingyi, et al.
Published: (2024)
by: Chen, Pingyi, 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)
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
by: Li, Honglin, et al.
Published: (2024)
by: Li, Honglin, et al.
Published: (2024)
PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization
by: Li, Honglin, et al.
Published: (2025)
by: Li, Honglin, et al.
Published: (2025)
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)
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)
PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology
by: Sun, Yuxuan, et al.
Published: (2023)
by: Sun, Yuxuan, et al.
Published: (2023)
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)
Unleashing the Power of Prompt-driven Nucleus Instance Segmentation
by: Shui, Zhongyi, et al.
Published: (2023)
by: Shui, Zhongyi, et al.
Published: (2023)
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)
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)
Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis
by: Zhang, Shichuan, et al.
Published: (2024)
by: Zhang, Shichuan, et al.
Published: (2024)
Benchmarking PathCLIP for Pathology Image Analysis
by: Zheng, Sunyi, et al.
Published: (2024)
by: Zheng, Sunyi, et al.
Published: (2024)
Efficient Whole Slide Pathology VQA via Token Compression
by: Lyu, Weimin, et al.
Published: (2025)
by: Lyu, Weimin, et al.
Published: (2025)
Rethinking Attention-Based Multiple Instance Learning for Whole-Slide Pathological Image Classification: An Instance Attribute Viewpoint
by: Cai, Linghan, et al.
Published: (2024)
by: Cai, Linghan, et al.
Published: (2024)
CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic
by: Sun, Yuxuan, et al.
Published: (2025)
by: Sun, Yuxuan, et al.
Published: (2025)
MambaMIL+: Modeling Long-Term Contextual Patterns for Gigapixel Whole Slide Image
by: Zeng, Qian, et al.
Published: (2025)
by: Zeng, Qian, 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)
WISE: A Framework for Gigapixel Whole-Slide-Image Lossless Compression
by: Mao, Yu, et al.
Published: (2025)
by: Mao, Yu, et al.
Published: (2025)
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
by: Sun, Yuxuan, et al.
Published: (2024)
by: Sun, Yuxuan, et al.
Published: (2024)
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning
by: Dong, Jiuyang, et al.
Published: (2025)
by: Dong, Jiuyang, et al.
Published: (2025)
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)
Multiple Instance Learning Framework with Masked Hard Instance Mining for Gigapixel Histopathology Image Analysis
by: Tang, Wenhao, et al.
Published: (2025)
by: Tang, Wenhao, et al.
Published: (2025)
Fourier Transform Multiple Instance Learning for Whole Slide Image Classification
by: Bilic, Anthony, et al.
Published: (2025)
by: Bilic, Anthony, et al.
Published: (2025)
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging
by: Li, Xianrui, et al.
Published: (2025)
by: Li, Xianrui, et al.
Published: (2025)
ASMIL: Attention-Stabilized Multiple Instance Learning for Whole Slide Imaging
by: Ye, Linfeng, et al.
Published: (2026)
by: Ye, Linfeng, et al.
Published: (2026)
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)
MPath: Multimodal Pathology Report Generation from Whole Slide Images
by: Wahab, Noorul, et al.
Published: (2025)
by: Wahab, Noorul, et al.
Published: (2025)
GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning
by: Raju, S M Taslim Uddin, et al.
Published: (2025)
by: Raju, S M Taslim Uddin, et al.
Published: (2025)
SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images
by: Song, Yicheng, et al.
Published: (2025)
by: Song, Yicheng, et al.
Published: (2025)
Contrastive Cross-Bag Augmentation for Multiple Instance Learning-based Whole Slide Image Classification
by: Zhang, Bo, et al.
Published: (2025)
by: Zhang, Bo, et al.
Published: (2025)
Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis
by: Chen, Xiwen, et al.
Published: (2025)
by: Chen, Xiwen, et al.
Published: (2025)
PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning
by: Zhou, Qifeng, et al.
Published: (2024)
by: Zhou, Qifeng, et al.
Published: (2024)
WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image
by: Liang, Yuci, et al.
Published: (2024)
by: Liang, Yuci, et al.
Published: (2024)
Navigating Gigapixel Pathology Images with Large Multimodal Models
by: Buckley, Thomas A., et al.
Published: (2025)
by: Buckley, Thomas A., et al.
Published: (2025)
Spatial Blindness in Whole-Slide Multiple Instance Learning
by: Li, Xiangyu, et al.
Published: (2026)
by: Li, Xiangyu, et al.
Published: (2026)
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)
Beyond accuracy: quantifying the reliability of Multiple Instance Learning for Whole Slide Image classification
by: Keshvarikhojasteh, Hassan, et al.
Published: (2024)
by: Keshvarikhojasteh, Hassan, 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)
MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models
by: Fang, Zijie, et al.
Published: (2024)
by: Fang, Zijie, et al.
Published: (2024)
Similar Items
-
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering
by: Chen, Pingyi, et al.
Published: (2024) -
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
by: Zhang, Yunlong, et al.
Published: (2023) -
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
by: Li, Honglin, et al.
Published: (2024) -
PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization
by: Li, Honglin, et al.
Published: (2025) -
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
by: Zhang, Yunlong, et al.
Published: (2024)