| Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks | Jul 27, 2021 | Survival Predictionwhole slide images | CodeCode Available | 1 | 5 |
| 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 | 5 |
| ICFNet: Integrated Cross-modal Fusion Network for Survival Prediction | Jan 6, 2025 | Decision MakingSurvival Prediction | CodeCode Available | 1 | 5 |
| Deep Biological Pathway Informed Pathology-Genomic Multimodal Survival Prediction | Jan 6, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 | 5 |
| Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling | Jun 17, 2022 | Survival Predictionwhole slide images | CodeCode Available | 1 | 5 |
| Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction | Apr 13, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 | 5 |
| MoME: Mixture of Multimodal Experts for Cancer Survival Prediction | Jun 14, 2024 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 | 5 |
| Cross-modality Attention-based Multimodal Fusion for Non-small Cell Lung Cancer (NSCLC) Patient Survival Prediction | Aug 18, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Merging-Diverging Hybrid Transformer Networks for Survival Prediction in Head and Neck Cancer | Jul 7, 2023 | DecoderPrediction | CodeCode Available | 1 | 5 |
| Cross-Modal Translation and Alignment for Survival Analysis | Sep 22, 2023 | DecoderSurvival Analysis | CodeCode Available | 1 | 5 |
| Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge | Feb 28, 2018 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images | Jan 1, 2021 | AttributeMultiple Instance Learning | CodeCode Available | 1 | 5 |
| DeepHazard: neural network for time-varying risks | Jul 26, 2020 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 | 5 |
| Brain Tumor Segmentation and Survival Prediction using 3D Attention UNet | Apr 2, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance | May 17, 2025 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival Prediction | Jun 14, 2023 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 | 5 |
| Explainable Deep Learning for Tumor Dynamic Modeling and Overall Survival Prediction using Neural-ODE | Aug 2, 2023 | Decision MakingDecoder | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays | Dec 15, 2022 | Multiple Instance LearningPrediction | CodeCode Available | 0 | 5 |
| A Deep Learning Approach for Overall Survival Prediction in Lung Cancer with Missing Values | Jul 21, 2023 | ImputationMissing Values | CodeCode Available | 0 | 5 |
| Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge | Nov 5, 2018 | Brain Tumor SegmentationPrognosis | CodeCode Available | 0 | 5 |
| Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification | Sep 1, 2021 | ClassificationMulti-class Classification | CodeCode Available | 0 | 5 |
| Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review | Mar 31, 2023 | DiagnosticPrognosis | CodeCode Available | 0 | 5 |
