| 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 |
| Using Clinical Notes with Time Series Data for ICU Management | Sep 12, 2019 | DecompensationManagement | CodeCode Available | 0 |
| Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks | Aug 2, 2019 | De-identificationLength-of-Stay prediction | CodeCode Available | 0 |
| Evaluation of Embeddings of Laboratory Test Codes for Patients at a Cancer Center | Jul 22, 2019 | Mortality Prediction | CodeCode Available | 0 |
| Infant Mortality Prediction using Birth Certificate Data | Jul 21, 2019 | EpidemiologyGeneral Classification | —Unverified | 0 |
| Analysis | OPEN | Published: 17 June 2019 Multitask learning and benchmarking with clinical time series data | Jun 17, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Knowledge-Aware Deep Dual Networks for Text-Based Mortality Prediction | Jun 6, 2019 | Medical DiagnosisMortality Prediction | —Unverified | 0 |
| Using Clinical Notes for ICU Management | May 31, 2019 | DecompensationManagement | —Unverified | 0 |
| Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction | May 14, 2019 | Feature ImportanceMortality Prediction | —Unverified | 0 |
| Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive Care | May 7, 2019 | Decision Makingfeature selection | CodeCode Available | 0 |
