| Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries | Nov 25, 2024 | ICU AdmissionLarge Language Model | —Unverified | 0 |
| Enhancing Mortality Prediction in Heart Failure Patients: Exploring Preprocessing Methods for Imbalanced Clinical Datasets | Sep 30, 2023 | ManagementMissing Values | —Unverified | 0 |
| Subpopulation-Specific Synthetic EHR for Better Mortality Prediction | May 25, 2023 | Mortality PredictionPrediction | —Unverified | 0 |
| Explainable Clinical Decision Support from Text | Nov 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Explaining a Series of Models by Propagating Shapley Values | Apr 30, 2021 | Mortality Prediction | —Unverified | 0 |
| Exploring Temporal Patterns in Emergency Department Triage Notes with Topic Models | Nov 1, 2014 | Mortality PredictionTopic Models | —Unverified | 0 |
| Feature Engineering Combined with 1 D Convolutional Neural Network for Improved Mortality Prediction | Dec 8, 2019 | Feature EngineeringMissing Values | —Unverified | 0 |
| Feature-Enhanced Machine Learning for All-Cause Mortality Prediction in Healthcare Data | Mar 27, 2025 | AllFeature Engineering | —Unverified | 0 |
| FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction | Apr 24, 2023 | Metric LearningMortality Prediction | —Unverified | 0 |
| Gradient Boosting on Decision Trees for Mortality Prediction in Transcatheter Aortic Valve Implantation | Jan 8, 2020 | BIG-bench Machine LearningMortality Prediction | —Unverified | 0 |
