| 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 |
| Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation | Jul 26, 2024 | Knowledge DistillationQuestion Answering | CodeCode Available | 2 |
| WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering | Jul 8, 2024 | DiagnosticGenerative Visual Question Answering | CodeCode Available | 2 |
| Multimodal Prototyping for cancer survival prediction | Jun 28, 2024 | PredictionSurvival Prediction | CodeCode Available | 2 |
| Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction | Jan 3, 2024 | DisentanglementSurvival 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 |
| OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-aware Optimal Transport | Jun 25, 2025 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
| Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance | May 17, 2025 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 |
| Beyond Cox Models: Assessing the Performance of Machine-Learning Methods in Non-Proportional Hazards and Non-Linear Survival Analysis | Apr 24, 2025 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 |
| Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder | Mar 12, 2025 | Survival Predictionwhole slide images | CodeCode Available | 1 |
| A Data-Efficient Pan-Tumor Foundation Model for Oncology CT Interpretation | Feb 10, 2025 | Lesion SegmentationStructured Report Generation | CodeCode Available | 1 |
| ICFNet: Integrated Cross-modal Fusion Network for Survival Prediction | Jan 6, 2025 | Decision MakingSurvival Prediction | CodeCode Available | 1 |
| Toward Conditional Distribution Calibration in Survival Prediction | Oct 27, 2024 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare Data | Sep 25, 2024 | Contrastive LearningPrognosis | CodeCode Available | 1 |
| Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images | Jun 25, 2024 | PrognosisSurvival Analysis | CodeCode Available | 1 |
| MoME: Mixture of Multimodal Experts for Cancer Survival Prediction | Jun 14, 2024 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 |
| Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide Images | Apr 30, 2024 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
| Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images | Jan 1, 2024 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| Cross-Modal Translation and Alignment for Survival Analysis | Sep 22, 2023 | DecoderSurvival Analysis | CodeCode Available | 1 |
| Cross-modality Attention-based Multimodal Fusion for Non-small Cell Lung Cancer (NSCLC) Patient Survival Prediction | Aug 18, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 |
| Explainable Deep Learning for Tumor Dynamic Modeling and Overall Survival Prediction using Neural-ODE | Aug 2, 2023 | Decision MakingDecoder | CodeCode Available | 1 |
| Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction | Jul 22, 2023 | Survival Predictionwhole slide images | CodeCode Available | 1 |
| Merging-Diverging Hybrid Transformer Networks for Survival Prediction in Head and Neck Cancer | Jul 7, 2023 | DecoderPrediction | CodeCode Available | 1 |
| HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide Image | Jun 30, 2023 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
