| Fast and Interpretable Mortality Risk Scores for Critical Care Patients | Nov 21, 2023 | Mortality Prediction | CodeCode Available | 0 | 5 |
| Evaluation of Embeddings of Laboratory Test Codes for Patients at a Cancer Center | Jul 22, 2019 | Mortality Prediction | CodeCode Available | 0 | 5 |
| Countdown Regression: Sharp and Calibrated Survival Predictions | Jun 21, 2018 | Decision MakingMortality Prediction | CodeCode Available | 0 | 5 |
| Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital Data | Jan 31, 2024 | Mortality PredictionPrivacy Preserving | CodeCode Available | 0 | 5 |
| FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection | Aug 17, 2024 | Federated LearningMedical Visual Question Answering | CodeCode Available | 0 | 5 |
| Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift | Dec 1, 2022 | Gaussian ProcessesMortality Prediction | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Feature importance to explain multimodal prediction models. A clinical use case | Apr 29, 2024 | Feature ImportanceMortality Prediction | CodeCode Available | 0 | 5 |
| Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-Series | Nov 3, 2024 | Data IntegrationFeature Engineering | CodeCode Available | 0 | 5 |
| Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning | May 16, 2023 | Mortality PredictionRepresentation Learning | CodeCode Available | 0 | 5 |
