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| A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model | Jul 22, 2024 | Diagnosticwhole slide images | CodeCode Available | 2 |
| Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis | Mar 12, 2024 | Graph Representation LearningRepresentation Learning | CodeCode Available | 2 |
| Data augmentation and multimodal learning for predicting drug response in patient-derived xenografts from gene expressions and histology images | Apr 25, 2022 | Data AugmentationDrug Response Prediction | CodeCode Available | 2 |
| Multistain Pretraining for Slide Representation Learning in Pathology | Aug 5, 2024 | Representation LearningSelf-Supervised Learning | CodeCode Available | 2 |
| Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification | Oct 14, 2024 | Classificationimage-classification | CodeCode Available | 2 |
| DeeperHistReg: Robust Whole Slide Images Registration Framework | Apr 19, 2024 | whole slide images | CodeCode Available | 2 |
| AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification | Jun 18, 2024 | Diversityimage-classification | CodeCode Available | 2 |
| Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation | Jul 26, 2024 | Knowledge DistillationQuestion Answering | CodeCode Available | 2 |
| Vim4Path: Self-Supervised Vision Mamba for Histopathology Images | Apr 20, 2024 | DiagnosticMamba | CodeCode Available | 2 |
