| Merging-Diverging Hybrid Transformer Networks for Survival Prediction in Head and Neck Cancer | Jul 7, 2023 | DecoderPrediction | 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 |
| Deep Biological Pathway Informed Pathology-Genomic Multimodal Survival Prediction | Jan 6, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 |
| AMIGO: Sparse Multi-Modal Graph Transformer with Shared-Context Processing for Representation Learning of Giga-pixel Images | Mar 1, 2023 | Multiple Instance LearningRepresentation Learning | CodeCode Available | 1 |
| A Comparative Study for Time-to-Event Analysis and Survival Prediction for Heart Failure Condition using Machine Learning Techniques | Jul 25, 2022 | PrognosisSurvival Analysis | CodeCode Available | 1 |
| AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images | May 17, 2023 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT | Sep 16, 2021 | Computed Tomography (CT)Multi-Task Learning | CodeCode Available | 1 |
| DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare Data | Sep 25, 2024 | Contrastive LearningPrognosis | 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 |
| HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide Image | Jun 30, 2023 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
| Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge | Feb 28, 2018 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 1 |
| Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling | Jun 17, 2022 | Survival Predictionwhole slide images | CodeCode Available | 1 |
| Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction | Apr 13, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 |
| Brain Tumor Segmentation and Survival Prediction using 3D Attention UNet | Apr 2, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| MoME: Mixture of Multimodal Experts for Cancer Survival Prediction | Jun 14, 2024 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 |
| Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance | May 17, 2025 | Survival AnalysisSurvival Prediction | 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 |
| Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction | Jul 22, 2023 | Survival Predictionwhole slide images | CodeCode Available | 1 |
| Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with Attention | Nov 6, 2021 | DecoderPrediction | CodeCode Available | 1 |
| Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction | Nov 19, 2019 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| 3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction | Aug 25, 2020 | 3D Semantic SegmentationDecoder | —Unverified | 0 |
| A Survey on Graph-Based Deep Learning for Computational Histopathology | Jul 1, 2021 | Deep Learninggraph construction | —Unverified | 0 |
| A Survey and Analysis on Automated Glioma Brain Tumor Segmentation and Overall Patient Survival Prediction | Jan 26, 2021 | Brain Tumor SegmentationSegmentation | —Unverified | 0 |
| A Machine Learning Challenge for Prognostic Modelling in Head and Neck Cancer Using Multi-modal Data | Jan 28, 2021 | BIG-bench Machine LearningPrognosis | —Unverified | 0 |
