| Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation | Jul 26, 2024 | Knowledge DistillationQuestion Answering | CodeCode Available | 2 |
| Normative Diffusion Autoencoders: Application to Amyotrophic Lateral Sclerosis | Jul 19, 2024 | Survival Prediction | —Unverified | 0 |
| WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering | Jul 8, 2024 | DiagnosticGenerative Visual Question Answering | CodeCode Available | 2 |
| SCMIL: Sparse Context-aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide Images | Jun 30, 2024 | Multiple Instance LearningPrediction | CodeCode Available | 0 |
| Multimodal Prototyping for cancer survival prediction | Jun 28, 2024 | PredictionSurvival Prediction | CodeCode Available | 2 |
| 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 |
| Embedding-based Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes | Jun 11, 2024 | Data IntegrationGraph Neural Network | —Unverified | 0 |
| Pulmonary Embolism Mortality Prediction Using Multimodal Learning Based on Computed Tomography Angiography and Clinical Data | Jun 3, 2024 | Mortality PredictionSurvival Prediction | —Unverified | 0 |
| mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis | May 28, 2024 | Survival Predictionwhole slide images | —Unverified | 0 |
| Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation | May 23, 2024 | Image to textSentence | CodeCode Available | 0 |
| Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma | May 21, 2024 | Multimodal Deep LearningPrediction | —Unverified | 0 |
| ResSurv: Cancer Survival Analysis Prediction Model Based on Residual Networks | May 11, 2024 | Deep LearningPrognosis | —Unverified | 0 |
| Advancing Head and Neck Cancer Survival Prediction via Multi-Label Learning and Deep Model Interpretation | May 9, 2024 | Decision MakingMulti-Label Learning | —Unverified | 0 |
| Region-specific Risk Quantification for Interpretable Prognosis of COVID-19 | May 5, 2024 | COVID-19 DiagnosisDecision Making | CodeCode Available | 0 |
| MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems | May 2, 2024 | Survival Prediction | —Unverified | 0 |
| Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide Images | Apr 30, 2024 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
| Explainable Survival Analysis with Uncertainty using Convolution-Involved Vision Transformer | Apr 18, 2024 | Survival AnalysisSurvival Prediction | —Unverified | 0 |
| Survival Prediction Across Diverse Cancer Types Using Neural Networks | Apr 11, 2024 | PredictionPrognosis | —Unverified | 0 |
| SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction | Apr 11, 2024 | MambaPrediction | —Unverified | 0 |
| Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis | Apr 11, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| VASARI-auto: equitable, efficient, and economical featurisation of glioma MRI | Apr 3, 2024 | Survival Prediction | CodeCode Available | 0 |
| Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction | Mar 18, 2024 | PredictionSurvival Prediction | —Unverified | 0 |
| SurvRNC: Learning Ordered Representations for Survival Prediction using Rank-N-Contrast | Mar 15, 2024 | PrognosisSurvival Prediction | CodeCode Available | 0 |
| SELECTOR: Heterogeneous graph network with convolutional masked autoencoder for multimodal robust prediction of cancer survival | Mar 14, 2024 | PredictionSurvival Prediction | CodeCode Available | 0 |