| Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival Prediction | Jun 14, 2023 | Survival AnalysisSurvival Prediction | 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 |
| Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction | Apr 13, 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 |
| Deep Biological Pathway Informed Pathology-Genomic Multimodal Survival Prediction | Jan 6, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 |
| TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction | Sep 12, 2022 | Multimodal Deep LearningPrognosis | 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 |
| Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling | Jun 17, 2022 | 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 |
| 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 |
| 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 |
| XBNet : An Extremely Boosted Neural Network | Jun 9, 2021 | Anomaly DetectionBreast Cancer Detection | CodeCode Available | 1 |
| Brain Tumor Segmentation and Survival Prediction using 3D Attention UNet | Apr 2, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| OmiEmbed: a unified multi-task deep learning framework for multi-omics data | Feb 3, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images | Jan 1, 2021 | AttributeMultiple Instance Learning | CodeCode Available | 1 |
| Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks | Sep 23, 2020 | Deep AttentionMultiple Instance Learning | CodeCode Available | 1 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| DeepHazard: neural network for time-varying risks | Jul 26, 2020 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 |
| Interpretable, similarity-driven multi-view embeddings from high-dimensional biomedical data | Jun 11, 2020 | Survival PredictionVocal Bursts Intensity 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 |
| Benchmarking Waitlist Mortality Prediction in Heart Transplantation Through Time-to-Event Modeling using New Longitudinal UNOS Dataset | Jul 9, 2025 | BenchmarkingDecision Making | —Unverified | 0 |
| ImmunoDiff: A Diffusion Model for Immunotherapy Response Prediction in Lung Cancer | May 29, 2025 | AnatomySurvival Prediction | —Unverified | 0 |
| Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining | May 19, 2025 | Survival PredictionTriplet | —Unverified | 0 |
| Multimodal Survival Modeling in the Age of Foundation Models | May 12, 2025 | HallucinationSurvival Prediction | CodeCode Available | 0 |
| RobSurv: Vector Quantization-Based Multi-Modal Learning for Robust Cancer Survival Prediction | May 5, 2025 | PrognosisQuantization | —Unverified | 0 |
