| MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining | Dec 27, 2020 | Mortality PredictionNatural Language Understanding | CodeCode Available | 1 |
| MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images | Jul 14, 2022 | Mortality PredictionPhenotype classification | CodeCode Available | 1 |
| Artificial neural networks condensation: A strategy to facilitate adaption of machine learning in medical settings by reducing computational burden | Dec 23, 2018 | Computational EfficiencyMortality Prediction | —Unverified | 0 |
| APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model | Nov 3, 2023 | MambaMortality Prediction | —Unverified | 0 |
| A Kalman Filter Based Framework for Monitoring the Performance of In-Hospital Mortality Prediction Models Over Time | Feb 9, 2024 | Mortality Prediction | —Unverified | 0 |
| BERTSurv: BERT-Based Survival Models for Predicting Outcomes of Trauma Patients | Mar 19, 2021 | Deep LearningMortality Prediction | —Unverified | 0 |
| Building Deep Learning Models to Predict Mortality in ICU Patients | Dec 11, 2020 | Deep LearningMortality Prediction | —Unverified | 0 |
| Can Attention Be Used to Explain EHR-Based Mortality Prediction Tasks: A Case Study on Hemorrhagic Stroke | Aug 4, 2023 | Feature ImportanceMortality Prediction | —Unverified | 0 |
| Challenges in the application of a mortality prediction model for COVID-19 patients on an Indian cohort | Jan 15, 2021 | Mortality PredictionSurvival Prediction | —Unverified | 0 |
| A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction | Feb 24, 2025 | ICU MortalityMortality Prediction | —Unverified | 0 |
