| MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning | Aug 1, 2022 | Mortality PredictionMulti-Task Learning | —Unverified | 0 |
| Assessing mortality prediction through different representation models based on concepts extracted from clinical notes | Jul 22, 2022 | Mortality Prediction | —Unverified | 0 |
| Joint Application of the Target Trial Causal Framework and Machine Learning Modeling to Optimize Antibiotic Therapy: Use Case on Acute Bacterial Skin and Skin Structure Infections due to Methicillin-resistant Staphylococcus aureus | Jul 15, 2022 | Mortality Prediction | —Unverified | 0 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| Enriching Unsupervised User Embedding via Medical Concepts | Mar 20, 2022 | Mortality PredictionPhenotype classification | CodeCode Available | 0 |
| AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment | Mar 4, 2022 | Mortality Prediction | —Unverified | 0 |
| Disparities in Social Determinants among Performances of Mortality Prediction with Machine Learning for Sepsis Patients | Dec 15, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards | Oct 17, 2021 | ICU MortalityMortality Prediction | —Unverified | 0 |
| Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions | Oct 17, 2021 | Mortality PredictionTime Series | CodeCode Available | 0 |
| SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records | Oct 11, 2021 | BenchmarkingBinary Classification | CodeCode Available | 0 |
