| Molecular-driven Foundation Model for Oncologic Pathology | Jan 28, 2025 | BenchmarkingDiagnostic | CodeCode Available | 4 |
| Multi-Modal Mamba Modeling for Survival Prediction (M4Survive): Adapting Joint Foundation Model Representations | Mar 13, 2025 | Computational EfficiencyMamba | CodeCode Available | 2 |
| Multimodal Prototyping for cancer survival prediction | Jun 28, 2024 | PredictionSurvival Prediction | CodeCode Available | 2 |
| Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning | Jun 6, 2022 | Self-Supervised LearningSurvival Prediction | CodeCode Available | 2 |
| WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering | Jul 8, 2024 | DiagnosticGenerative Visual Question Answering | CodeCode Available | 2 |
| Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction | Jan 3, 2024 | DisentanglementSurvival Prediction | CodeCode Available | 2 |
| Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation | Jul 26, 2024 | Knowledge DistillationQuestion Answering | CodeCode Available | 2 |
| Cross-Modal Translation and Alignment for Survival Analysis | Sep 22, 2023 | DecoderSurvival Analysis | CodeCode Available | 1 |
| A Data-Efficient Pan-Tumor Foundation Model for Oncology CT Interpretation | Feb 10, 2025 | Lesion SegmentationStructured Report Generation | CodeCode Available | 1 |
| Deep Biological Pathway Informed Pathology-Genomic Multimodal Survival Prediction | Jan 6, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 |