| A Kalman Filter Based Framework for Monitoring the Performance of In-Hospital Mortality Prediction Models Over Time | Feb 9, 2024 | Mortality Prediction | —Unverified | 0 |
| Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital Data | Jan 31, 2024 | Mortality PredictionPrivacy Preserving | CodeCode Available | 0 |
| TA-RNN: an Attention-based Time-aware Recurrent Neural Network Architecture for Electronic Health Records | Jan 26, 2024 | Mortality Prediction | —Unverified | 0 |
| Inadequacy of common stochastic neural networks for reliable clinical decision support | Jan 24, 2024 | Mortality Prediction | —Unverified | 0 |
| XAI for In-hospital Mortality Prediction via Multimodal ICU Data | Dec 29, 2023 | Decision MakingMortality Prediction | CodeCode Available | 0 |
| Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge | Dec 21, 2023 | Mortality PredictionPrognosis | CodeCode Available | 1 |
| MixEHR-SurG: a joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records | Dec 20, 2023 | Mortality PredictionSurvival Analysis | CodeCode Available | 0 |
| Multimodal Pretraining of Medical Time Series and Notes | Dec 11, 2023 | Mortality PredictionSelf-Supervised Learning | CodeCode Available | 1 |
| Deployment of a Robust and Explainable Mortality Prediction Model: The COVID-19 Pandemic and Beyond | Nov 28, 2023 | Mortality Prediction | —Unverified | 0 |
| Deep Neural Decision Forest: A Novel Approach for Predicting Recovery or Decease of Patients | Nov 23, 2023 | Decision MakingDeep Learning | —Unverified | 0 |
