| A hierarchical fusion framework integrating random projection-based classifiers: application in head and neck squamous carcinoma cancer | Jan 25, 2020 | Decision MakingDiversity | —Unverified | 0 |
| Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction | Dec 16, 2019 | Brain Tumor SegmentationPosition | CodeCode Available | 0 |
| Deep learning-based survival prediction for multiple cancer types using histopathology images | Dec 16, 2019 | Survival Prediction | —Unverified | 0 |
| Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction | Nov 19, 2019 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Multi-Resolution 3D CNN for MRI Brain Tumor Segmentation and Survival Prediction | Nov 19, 2019 | Brain Tumor SegmentationSegmentation | —Unverified | 0 |
| Detecting Patterns of Physiological Response to Hemodynamic Stress via Unsupervised Deep Learning | Nov 12, 2019 | BIG-bench Machine LearningSurvival Prediction | —Unverified | 0 |
| Ten-year Survival Prediction for Breast Cancer Patients | Nov 2, 2019 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Continuous and Discrete-Time Survival Prediction with Neural Networks | Oct 15, 2019 | PredictionSurvival Analysis | CodeCode Available | 0 |
| Semi-Supervised Variational Autoencoder for Survival Prediction | Oct 10, 2019 | Brain Tumor SegmentationPrediction | CodeCode Available | 0 |
| Joint analysis of clinical risk factors and 4D cardiac motion for survival prediction using a hybrid deep learning network | Oct 7, 2019 | PredictionSurvival Prediction | —Unverified | 0 |
| Netboost: Boosting-supported network analysis improves high-dimensional omics prediction in acute myeloid leukemia and Huntington's disease | Sep 27, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Brain Tumor Segmentation and Survival Prediction | Sep 20, 2019 | Brain Tumor SegmentationDecoder | —Unverified | 0 |
| Prediction of overall survival and molecular markers in gliomas via analysis of digital pathology images using deep learning | Sep 19, 2019 | DescriptiveSurvival Prediction | —Unverified | 0 |
| Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing | Sep 13, 2019 | Decision MakingFeature Engineering | —Unverified | 0 |
| Deep Learning-based Radiomic Features for Improving Neoadjuvant Chemoradiation Response Prediction in Locally Advanced Rectal Cancer | Sep 9, 2019 | Survival Prediction | —Unverified | 0 |
| Gene Expression based Survival Prediction for Cancer Patients: A Topic Modeling Approach | Mar 25, 2019 | Dimensionality ReductionSurvival Prediction | —Unverified | 0 |
| Deep Convolutional Neural Networks for Imaging Data Based Survival Analysis of Rectal Cancer | Jan 5, 2019 | Deep LearningSurvival Analysis | —Unverified | 0 |
| Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features | Dec 3, 2018 | Brain SegmentationBrain Tumor Segmentation | —Unverified | 0 |
| Deep Learning versus Classical Regression for Brain Tumor Patient Survival Prediction | Nov 12, 2018 | Deep Learningregression | —Unverified | 0 |
| 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 |
| Toward Efficient Breast Cancer Diagnosis and Survival Prediction Using L-Perceptron | Nov 5, 2018 | Allfeature selection | —Unverified | 0 |
| Deep learning cardiac motion analysis for human survival prediction | Oct 8, 2018 | Deep LearningDenoising | CodeCode Available | 0 |
| Survival prediction using ensemble tumor segmentation and transfer learning | Oct 4, 2018 | Survival PredictionTransfer Learning | CodeCode Available | 0 |
| Image-based Survival Analysis for Lung Cancer Patients using CNNs | Aug 29, 2018 | Survival AnalysisSurvival Prediction | —Unverified | 0 |
| Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction | Jul 20, 2018 | Brain Tumor SegmentationPrediction | CodeCode Available | 0 |
| Countdown Regression: Sharp and Calibrated Survival Predictions | Jun 21, 2018 | Decision MakingMortality Prediction | CodeCode Available | 0 |
| Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge | Feb 28, 2018 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 1 |
| Personalized Survival Prediction with Contextual Explanation Networks | Jan 30, 2018 | PredictionSurvival Prediction | CodeCode Available | 0 |
| Automatic Segmentation and Overall Survival Prediction in Gliomas using Fully Convolutional Neural Network and Texture Analysis | Dec 6, 2017 | General ClassificationPrediction | —Unverified | 0 |
| WSISA: Making Survival Prediction From Whole Slide Histopathological Images | Jul 1, 2017 | PredictionSurvival Analysis | —Unverified | 0 |
| A Multi-Modal Graph-Based Semi-Supervised Pipeline for Predicting Cancer Survival | Nov 17, 2016 | Survival Prediction | —Unverified | 0 |
| Unbiased split variable selection for random survival forests using maximally selected rank statistics | May 11, 2016 | Selection biasSurvival Prediction | —Unverified | 0 |
| Ensemble Learning of Colorectal Cancer Survival Rates | Sep 2, 2014 | ClusteringEnsemble Learning | —Unverified | 0 |
