Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision
Fuente:
arXiv
Saved in:
| Main Authors: | Qu, Linhao, Li, Shiman, Luo, Xiaoyuan, Liu, Shaolei, Guo, Qinhao, Wang, Manning, Song, Zhijian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need
by: Qu, Linhao, et al.
Published: (2023)
by: Qu, Linhao, et al.
Published: (2023)
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)
FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification
by: Fu, Kexue, et al.
Published: (2024)
by: Fu, Kexue, et al.
Published: (2024)
SP${ }^3$ : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation
by: Li, Shiman, et al.
Published: (2024)
by: Li, Shiman, et al.
Published: (2024)
Local Implicit Wavelet Transformer for Arbitrary-Scale Super-Resolution
by: Duan, Minghong, et al.
Published: (2024)
by: Duan, Minghong, et al.
Published: (2024)
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)
Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation
by: Yang, Zhiwei, et al.
Published: (2024)
by: Yang, Zhiwei, et al.
Published: (2024)
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)
Rethinking Multiple Instance Learning: Developing an Instance-Level Classifier via Weakly-Supervised Self-Training
by: Ma, Yingfan, et al.
Published: (2024)
by: Ma, Yingfan, et al.
Published: (2024)
A comprehensive survey on deep active learning in medical image analysis
by: Wang, Haoran, et al.
Published: (2023)
by: Wang, Haoran, et al.
Published: (2023)
An efficient dual-branch framework via implicit self-texture enhancement for arbitrary-scale histopathology image super-resolution
by: Duan, Minghong, et al.
Published: (2024)
by: Duan, Minghong, et al.
Published: (2024)
SemaMIL: Semantic-Aware Multiple Instance Learning with Retrieval-Guided State Space Modeling for Whole Slide Images
by: Gan, Lubin, et al.
Published: (2025)
by: Gan, Lubin, 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)
Jigsaw Regularization in Whole-Slide Image Classification
by: Jeong, So Won, et al.
Published: (2026)
by: Jeong, So Won, et al.
Published: (2026)
Enhancing Whole Slide Image Classification through Supervised Contrastive Domain Adaptation
by: Carretero, Ilán, et al.
Published: (2024)
by: Carretero, Ilán, et al.
Published: (2024)
Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images
by: Fuster, Saul, et al.
Published: (2024)
by: Fuster, Saul, et al.
Published: (2024)
Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation
by: Guo, Xiuzhen, et al.
Published: (2025)
by: Guo, Xiuzhen, et al.
Published: (2025)
ME-Mamba: Multi-Expert Mamba with Efficient Knowledge Capture and Fusion for Multimodal Survival Analysis
by: Zhang, Chengsheng, et al.
Published: (2025)
by: Zhang, Chengsheng, et al.
Published: (2025)
DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image Segmentation
by: Yin, Siqi, et al.
Published: (2025)
by: Yin, Siqi, et al.
Published: (2025)
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation
by: Miao, Juzheng, et al.
Published: (2024)
by: Miao, Juzheng, et al.
Published: (2024)
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)
Image-Feature Weak-to-Strong Consistency: An Enhanced Paradigm for Semi-Supervised Learning
by: Wu, Zhiyu, et al.
Published: (2024)
by: Wu, Zhiyu, et al.
Published: (2024)
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)
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)
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)
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)
Hard Negative Sample Mining for Whole Slide Image Classification
by: Huang, Wentao, et al.
Published: (2024)
by: Huang, Wentao, et al.
Published: (2024)
Style-Aware Blending and Prototype-Based Cross-Contrast Consistency for Semi-Supervised Medical Image Segmentation
by: Chen, Chaowei, et al.
Published: (2025)
by: Chen, Chaowei, et al.
Published: (2025)
GTPC-SSCD: Gate-guided Two-level Perturbation Consistency-based Semi-Supervised Change Detection
by: Xing, Yan, et al.
Published: (2024)
by: Xing, Yan, et al.
Published: (2024)
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation
by: Gu, Yunqi, et al.
Published: (2023)
by: Gu, Yunqi, et al.
Published: (2023)
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal
by: Zhu, Xinyu, et al.
Published: (2024)
by: Zhu, Xinyu, et al.
Published: (2024)
Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation
by: Liu, Xiaoyu, et al.
Published: (2024)
by: Liu, Xiaoyu, et al.
Published: (2024)
Whole Slide Image Classification of Salivary Gland Tumours
by: Charlton, John, et al.
Published: (2024)
by: Charlton, John, et al.
Published: (2024)
Fourier Transform Multiple Instance Learning for Whole Slide Image Classification
by: Bilic, Anthony, et al.
Published: (2025)
by: Bilic, Anthony, et al.
Published: (2025)
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
by: Zhang, Yunlong, et al.
Published: (2023)
by: Zhang, Yunlong, et al.
Published: (2023)
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)
Prompt-Guided Adaptive Model Transformation for Whole Slide Image Classification
by: Lin, Yi, et al.
Published: (2024)
by: Lin, Yi, 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)
CloudMatch: Weak-to-Strong Consistency Learning for Semi-Supervised Cloud Detection
by: Zhao, Jiayi, et al.
Published: (2026)
by: Zhao, Jiayi, et al.
Published: (2026)
Similar Items
-
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) -
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need
by: Qu, Linhao, et al.
Published: (2023) -
Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification
by: Qu, Linhao, et al.
Published: (2024) -
FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification
by: Fu, Kexue, et al.
Published: (2024) -
SP${ }^3$ : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation
by: Li, Shiman, et al.
Published: (2024)