| Multimodal Integration of Longitudinal Noninvasive Diagnostics for Survival Prediction in Immunotherapy Using Deep Learning | Nov 27, 2024 | Survival Prediction | CodeCode Available | 0 | 5 |
| Adaptive Prototype Learning for Multimodal Cancer Survival Analysis | Mar 6, 2025 | Survival AnalysisSurvival Prediction | CodeCode Available | 0 | 5 |
| Multimodal Deep Learning for Personalized Renal Cell Carcinoma Prognosis: Integrating CT Imaging and Clinical Data | Jul 7, 2023 | Multimodal Deep LearningPrognosis | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction | Dec 16, 2019 | Brain Tumor SegmentationPosition | CodeCode Available | 0 | 5 |
| Distilled Prompt Learning for Incomplete Multimodal Survival Prediction | Jan 1, 2025 | PredictionPrompt Learning | CodeCode Available | 0 | 5 |
| Multimodal fusion using sparse CCA for breast cancer survival prediction | Mar 9, 2021 | Survival Prediction | CodeCode Available | 0 | 5 |
| An Effective Meaningful Way to Evaluate Survival Models | Jun 1, 2023 | Survival Prediction | CodeCode Available | 0 | 5 |
| Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation | May 23, 2024 | Image to textSentence | CodeCode Available | 0 | 5 |
| Masked Pre-Training of Transformers for Histology Image Analysis | Apr 14, 2023 | Multiple Instance LearningPrognosis | CodeCode Available | 0 | 5 |
| Large-scale benchmark study of survival prediction methods using multi-omics data | Mar 7, 2020 | PredictionSurvival Prediction | 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 |
| HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive Modelling | Aug 9, 2024 | PredictionRetrieval | CodeCode Available | 0 | 5 |
| Deep learning cardiac motion analysis for human survival prediction | Oct 8, 2018 | Deep LearningDenoising | 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 |
| Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival Prediction | Mar 17, 2021 | DecoderGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction | Mar 13, 2025 | Survival Prediction | CodeCode Available | 0 | 5 |
| Bayesian Cox model with graph-structured variable selection priors for multi-omics biomarker identification | Mar 17, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 | 5 |
| Forecasting Disease Progression with Parallel Hyperplanes in Longitudinal Retinal OCT | Sep 30, 2024 | Prediction IntervalsSurvival Analysis | CodeCode Available | 0 | 5 |
| HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks | Oct 19, 2024 | PrognosisSurvival Analysis | CodeCode Available | 0 | 5 |
| Deep Learning-Based Discrete Calibrated Survival Prediction | Aug 17, 2022 | Deep LearningPrediction | CodeCode Available | 0 | 5 |
| Conformalized Survival Analysis | Mar 17, 2021 | Conformal PredictionPrediction Intervals | CodeCode Available | 0 | 5 |
| Semi-Supervised Variational Autoencoder for Survival Prediction | Oct 10, 2019 | Brain Tumor SegmentationPrediction | CodeCode Available | 0 | 5 |
| Continuous and Discrete-Time Survival Prediction with Neural Networks | Oct 15, 2019 | PredictionSurvival Analysis | CodeCode Available | 0 | 5 |
| Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics | Nov 29, 2022 | GPUMultiple Instance Learning | CodeCode Available | 0 | 5 |
