| Interpretable machine learning for time-to-event prediction in medicine and healthcare | Mar 17, 2023 | Decision MakingFeature Importance | CodeCode Available | 1 |
| A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care | Sep 16, 2022 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Unsupervised Pre-Training on Patient Population Graphs for Patient-Level Predictions | Mar 23, 2022 | Disease PredictionImputation | CodeCode Available | 1 |
| Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration | Feb 8, 2021 | Length-of-Stay predictionMedical Diagnosis | CodeCode Available | 1 |
| X-CAL: Explicit Calibration for Survival Analysis | Jan 13, 2021 | Length-of-Stay predictionSurvival Analysis | CodeCode Available | 1 |
| Predicting Patient Outcomes with Graph Representation Learning | Jan 11, 2021 | Graph Representation LearningLength-of-Stay prediction | CodeCode Available | 1 |
| Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit | Jul 18, 2020 | Length-of-Stay predictionManagement | CodeCode Available | 1 |
| Predicting Length of Stay in the Intensive Care Unit with Temporal Pointwise Convolutional Networks | Jun 29, 2020 | Length-of-Stay predictionManagement | CodeCode Available | 1 |
| Multitask learning and benchmarking with clinical time series data | Mar 22, 2017 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Equitable Length of Stay Prediction for Patients with Learning Disabilities and Multiple Long-term Conditions Using Machine Learning | Nov 3, 2024 | Length-of-Stay prediction | —Unverified | 0 |
