| 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 |
| Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network | Nov 26, 2021 | Multiple Instance LearningPrediction | CodeCode Available | 0 |
| 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 |
| DAGSurv: Directed Acyclic Graph Based Survival Analysis Using Deep Neural Networks | Nov 2, 2021 | Survival AnalysisSurvival Prediction | CodeCode Available | 0 |
| MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images | Oct 22, 2021 | Multiple Instance LearningPrediction | —Unverified | 0 |
| Predicting survival of glioblastoma from automatic whole-brain and tumor segmentation of MR images | Sep 25, 2021 | Survival PredictionTumor Segmentation | —Unverified | 0 |
| Improving Reproducibility and Performance of Radiomics in Low Dose CT using Cycle GANs | Sep 16, 2021 | DenoisingSurvival Prediction | —Unverified | 0 |
| 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 |
| Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study | Sep 6, 2021 | Computed Tomography (CT)Decoder | —Unverified | 0 |
| Analysis of MRI Biomarkers for Brain Cancer Survival Prediction | Sep 3, 2021 | feature selectionSurvival Prediction | —Unverified | 0 |
