| AdaMHF: Adaptive Multimodal Hierarchical Fusion for Survival Prediction | Mar 27, 2025 | PredictionSurvival Analysis | CodeCode Available | 0 |
| SurvRNC: Learning Ordered Representations for Survival Prediction using Rank-N-Contrast | Mar 15, 2024 | PrognosisSurvival Prediction | CodeCode Available | 0 |
| From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis | Mar 14, 2025 | DiagnosticGraph Attention | CodeCode Available | 0 |
| Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT | Sep 30, 2024 | Prediction IntervalsSurvival Analysis | CodeCode Available | 0 |
| EOCSA: Predicting Prognosis of Epithelial Ovarian Cancer with Whole Slide Histopathological Images | Oct 11, 2022 | PrognosisSurvival Analysis | CodeCode Available | 0 |
| Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical Images | May 26, 2022 | PredictionSurvival Prediction | CodeCode Available | 0 |
| Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction | Dec 16, 2019 | Brain Tumor SegmentationPosition | CodeCode Available | 0 |
| Distilled Prompt Learning for Incomplete Multimodal Survival Prediction | Jan 1, 2025 | PredictionPrompt Learning | CodeCode Available | 0 |
| Deep learning cardiac motion analysis for human survival prediction | Oct 8, 2018 | Deep LearningDenoising | CodeCode Available | 0 |
| Multimodal Deep Learning for Personalized Renal Cell Carcinoma Prognosis: Integrating CT Imaging and Clinical Data | Jul 7, 2023 | Multimodal Deep LearningPrognosis | CodeCode Available | 0 |
| Multimodal fusion using sparse CCA for breast cancer survival prediction | Mar 9, 2021 | Survival Prediction | CodeCode Available | 0 |
| Multimodal Integration of Longitudinal Noninvasive Diagnostics for Survival Prediction in Immunotherapy Using Deep Learning | Nov 27, 2024 | Survival Prediction | CodeCode Available | 0 |
| 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 |
| Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomics | Nov 27, 2021 | PredictionSurvival Prediction | CodeCode Available | 0 |
| Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation | May 23, 2024 | Image to textSentence | CodeCode Available | 0 |
| Deep Learning-Based Discrete Calibrated Survival Prediction | Aug 17, 2022 | Deep LearningPrediction | CodeCode Available | 0 |
| Deep-CR MTLR: a Multi-Modal Approach for Cancer Survival Prediction with Competing Risks | Dec 10, 2020 | BIG-bench Machine LearningPrediction | 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 |
| DAGSurv: Directed Acyclic Graph Based Survival Analysis Using Deep Neural Networks | Nov 2, 2021 | Survival AnalysisSurvival Prediction | CodeCode Available | 0 |
| Cross-Validation Is All You Need: A Statistical Approach To Label Noise Estimation | Jun 24, 2023 | AllNoise Estimation | CodeCode Available | 0 |
| Multimodal Survival Modeling in the Age of Foundation Models | May 12, 2025 | HallucinationSurvival Prediction | CodeCode Available | 0 |
| Semi-Supervised Variational Autoencoder for Survival Prediction | Oct 10, 2019 | Brain Tumor SegmentationPrediction | CodeCode Available | 0 |
| CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction | Mar 3, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 |
| An Effective Meaningful Way to Evaluate Survival Models | Jun 1, 2023 | Survival Prediction | CodeCode Available | 0 |
| A Deep Learning Approach for Overall Survival Prediction in Lung Cancer with Missing Values | Jul 21, 2023 | ImputationMissing Values | CodeCode Available | 0 |
| Slide-based Graph Collaborative Training for Histopathology Whole Slide Image Analysis | Oct 14, 2024 | Multiple Instance LearningRepresentation Learning | CodeCode Available | 0 |
| Coupling Deep Imputation with Multitask Learning for Downstream Tasks on Genomics Data | Apr 28, 2022 | ImputationMissing Values | CodeCode Available | 0 |
| Counterfactual Explanations for Survival Prediction of Cardiovascular ICU Patients | Jun 15, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models | Feb 28, 2022 | Survival AnalysisSurvival Prediction | CodeCode Available | 0 |
| Stacked Autoencoder Based Multi-Omics Data Integration for Cancer Survival Prediction | Jul 8, 2022 | Data IntegrationDimensionality Reduction | CodeCode Available | 0 |
| PathoHR: Breast Cancer Survival Prediction on High-Resolution Pathological Images | Mar 23, 2025 | PredictionRepresentation Learning | CodeCode Available | 0 |
| Countdown Regression: Sharp and Calibrated Survival Predictions | Jun 21, 2018 | Decision MakingMortality Prediction | CodeCode Available | 0 |
| xCG: Explainable Cell Graphs for Survival Prediction in Non-Small Cell Lung Cancer | Nov 12, 2024 | Decision MakingSurvival Prediction | CodeCode Available | 0 |
