| Brain Tumor Segmentation and Survival Prediction using Automatic Hard mining in 3D CNN Architecture | Jan 5, 2021 | Brain Tumor SegmentationSurvival Prediction | —Unverified | 0 |
| Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images | Jan 1, 2021 | AttributeMultiple Instance Learning | CodeCode Available | 1 |
| Uncertainty-driven refinement of tumor-core segmentation using 3D-to-2D networks with label uncertainty | Dec 11, 2020 | Brain Tumor SegmentationSegmentation | —Unverified | 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 |
| Bayesian optimization assisted unsupervised learning for efficient intra-tumor partitioning in MRI and survival prediction for glioblastoma patients | Dec 5, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Artificial Intelligence for COVID-19 Detection -- A state-of-the-art review | Nov 25, 2020 | ManagementSurvival Prediction | —Unverified | 0 |
| Interpretable Survival Prediction for Colorectal Cancer using Deep Learning | Nov 17, 2020 | ClusteringDeep Learning | —Unverified | 0 |
| Survival prediction and risk estimation of Glioma patients using mRNA expressions | Nov 2, 2020 | Probabilistic ProgrammingPrognosis | —Unverified | 0 |
| Impact of Spherical Coordinates Transformation Pre-processing in Deep Convolution Neural Networks for Brain Tumor Segmentation and Survival Prediction | Oct 27, 2020 | Brain Tumor SegmentationData Augmentation | —Unverified | 0 |
| 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 |
| Brain Tumor Survival Prediction using Radiomics Features | Sep 7, 2020 | Brain Tumor SegmentationPrediction | —Unverified | 0 |
| Strategies to integrate multi-omics data for patient survival prediction | Aug 28, 2020 | Survival Prediction | —Unverified | 0 |
| DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT Imaging | Aug 26, 2020 | PredictionPrognosis | —Unverified | 0 |
| 3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction | Aug 25, 2020 | 3D Semantic SegmentationDecoder | —Unverified | 0 |
| 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 |
| A Review on End-To-End Methods for Brain Tumor Segmentation and Overall Survival Prediction | May 31, 2020 | Brain Tumor SegmentationSegmentation | —Unverified | 0 |
| A Normalized Fully Convolutional Approach to Head and Neck Cancer Outcome Prediction | May 28, 2020 | Survival Prediction | —Unverified | 0 |
| Fast cross-validation for multi-penalty ridge regression | May 19, 2020 | regressionSurvival Prediction | —Unverified | 0 |
| Y-net: Biomedical Image Segmentation and Clustering | Apr 12, 2020 | ClusteringDeep Clustering | —Unverified | 0 |
| Uncertainty Estimation in Cancer Survival Prediction | Mar 19, 2020 | PredictionSurvival Prediction | —Unverified | 0 |
| Large-scale benchmark study of survival prediction methods using multi-omics data | Mar 7, 2020 | PredictionSurvival Prediction | CodeCode Available | 0 |
| Novel Radiomic Feature for Survival Prediction of Lung Cancer Patients using Low-Dose CBCT Images | Mar 7, 2020 | regressionSurvival Analysis | —Unverified | 0 |
| A Fully Convolutional Normalization Approach of Head and Neck Cancer Outcome Prediction | Jan 25, 2020 | image-classificationImage Classification | —Unverified | 0 |
