| Zero Shot Health Trajectory Prediction Using Transformer | Jul 30, 2024 | ICU AdmissionICU Mortality | CodeCode Available | 2 | 5 |
| Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer | Jun 11, 2019 | Graph ReconstructionPrediction | CodeCode Available | 1 | 5 |
| ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks | Jul 26, 2024 | BenchmarkingModel Selection | CodeCode Available | 1 | 5 |
| Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission | Apr 14, 2022 | AllGraph Neural Network | CodeCode Available | 1 | 5 |
| Representation Learning for Person or Entity-centric Knowledge Graphs: An Application in Healthcare | May 9, 2023 | Knowledge GraphsPerson-Centric Knowledge Graphs | CodeCode Available | 1 | 5 |
| CPLLM: Clinical Prediction with Large Language Models | Sep 20, 2023 | Disease PredictionLanguage Modeling | CodeCode Available | 1 | 5 |
| Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission Prediction | Nov 13, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 0 | 5 |
| ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission | Apr 10, 2019 | Readmission Prediction | CodeCode Available | 0 | 5 |
| 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 |
| Characterizing the Value of Information in Medical Notes | Oct 7, 2020 | AllMortality Prediction | CodeCode Available | 0 | 5 |
