| Zero Shot Health Trajectory Prediction Using Transformer | Jul 30, 2024 | ICU AdmissionICU Mortality | CodeCode Available | 2 |
| ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks | Jul 26, 2024 | BenchmarkingModel Selection | CodeCode Available | 1 |
| CPLLM: Clinical Prediction with Large Language Models | Sep 20, 2023 | Disease PredictionLanguage Modeling | CodeCode Available | 1 |
| Representation Learning for Person or Entity-centric Knowledge Graphs: An Application in Healthcare | May 9, 2023 | Knowledge GraphsPerson-Centric Knowledge Graphs | CodeCode Available | 1 |
| Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission | Apr 14, 2022 | AllGraph Neural Network | CodeCode Available | 1 |
| Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer | Jun 11, 2019 | Graph ReconstructionPrediction | CodeCode Available | 1 |
| ChronoFormer: Time-Aware Transformer Architectures for Structured Clinical Event Modeling | Apr 10, 2025 | Mortality PredictionPrediction | —Unverified | 0 |
| PT: A Plain Transformer is Good Hospital Readmission Predictor | Dec 17, 2024 | feature selectionPrediction | —Unverified | 0 |
| Predicting 30-Day Hospital Readmission in Medicare Patients: Insights from an LSTM Deep Learning Model | Oct 23, 2024 | Feature EngineeringReadmission Prediction | —Unverified | 0 |
| Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies | Aug 27, 2024 | Knowledge Graph EmbeddingsKnowledge Graphs | —Unverified | 0 |
