| DeeperHistReg: Robust Whole Slide Images Registration Framework | Apr 19, 2024 | whole slide images | CodeCode Available | 2 |
| MedIAnomaly: A comparative study of anomaly detection in medical images | Apr 6, 2024 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 |
| Towards Large-Scale Training of Pathology Foundation Models | Mar 24, 2024 | Nuclear SegmentationSelf-Supervised Learning | 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 |
| MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology | Mar 11, 2024 | MambaMultiple Instance Learning | CodeCode Available | 2 |
| HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction | Mar 8, 2024 | DiagnosticMedical Report Generation | CodeCode Available | 2 |
| Low-resource finetuning of foundation models beats state-of-the-art in histopathology | Jan 9, 2024 | GPUSelf-Supervised Learning | CodeCode Available | 2 |
| Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction | Jan 3, 2024 | DisentanglementSurvival Prediction | CodeCode Available | 2 |
| Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide Visualization | Apr 9, 2023 | Deep LearningHistopathological Image Classification | 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 |
