| Large Language Models for Integrating Social Determinant of Health Data: A Case Study on Heart Failure 30-Day Readmission Prediction | Jul 12, 2024 | Readmission Prediction | CodeCode Available | 0 | 5 |
| Neural networks versus Logistic regression for 30 days all-cause readmission prediction | Dec 22, 2018 | AllManagement | CodeCode Available | 0 | 5 |
| Multimodal data matters: language model pre-training over structured and unstructured electronic health records | Jan 25, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 0 | 5 |
| Explainable Machine Learning for ICU Readmission Prediction | Sep 25, 2023 | Decision MakingPrediction | —Unverified | 0 | 0 |
| Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction | Feb 4, 2021 | Decision MakingPoint Processes | —Unverified | 0 | 0 |
| Generalization in Healthcare AI: Evaluation of a Clinical Large Language Model | Feb 14, 2024 | DescriptiveLanguage Modeling | —Unverified | 0 | 0 |
| Contribution of Data Categories to Readmission Prediction Accuracy | Mar 22, 2018 | PredictionReadmission Prediction | —Unverified | 0 | 0 |
| Hospital Readmission Prediction - Applying Hierarchical Sparsity Norms for Interpretable Models | Apr 3, 2018 | General ClassificationReadmission Prediction | —Unverified | 0 | 0 |
| Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework | Jul 25, 2018 | PredictionPrognosis | —Unverified | 0 | 0 |
| ChronoFormer: Time-Aware Transformer Architectures for Structured Clinical Event Modeling | Apr 10, 2025 | Mortality PredictionPrediction | —Unverified | 0 | 0 |