| Gradient Boosting on Decision Trees for Mortality Prediction in Transcatheter Aortic Valve Implantation | Jan 8, 2020 | BIG-bench Machine LearningMortality Prediction | —Unverified | 0 |
| Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation | Dec 20, 2019 | Domain AdaptationICU Mortality | —Unverified | 0 |
| Feature Engineering Combined with 1 D Convolutional Neural Network for Improved Mortality Prediction | Dec 8, 2019 | Feature EngineeringMissing Values | —Unverified | 0 |
| Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data | Nov 28, 2019 | ManagementMortality Prediction | —Unverified | 0 |
| Towards unstructured mortality prediction with free-text clinical notes | Nov 19, 2019 | Mortality PredictionPrediction | —Unverified | 0 |
| Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series | Nov 18, 2019 | ImputationMissing Values | —Unverified | 0 |
| Modelling EHR timeseries by restricting feature interaction | Nov 14, 2019 | Mortality PredictionTime Series | —Unverified | 0 |
| Hierarchical Semantic Correspondence Learning for Post-Discharge Patient Mortality Prediction | Oct 15, 2019 | Mortality PredictionSemantic correspondence | —Unverified | 0 |
| Benchmarking machine learning models on multi-centre eICU critical care dataset | Oct 2, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Interpolation-Prediction Networks for Irregularly Sampled Time Series | Sep 13, 2019 | Deep LearningLength-of-Stay prediction | CodeCode Available | 0 |
