| Zero Shot Health Trajectory Prediction Using Transformer | Jul 30, 2024 | ICU AdmissionICU Mortality | CodeCode Available | 2 | 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 |
| Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer | Jun 11, 2019 | Graph ReconstructionPrediction | CodeCode Available | 1 | 5 |
| CPLLM: Clinical Prediction with Large Language Models | Sep 20, 2023 | Disease PredictionLanguage Modeling | 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 |
| 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 |
| Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission Prediction | Nov 13, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 0 | 5 |
| Characterizing the Value of Information in Medical Notes | Oct 7, 2020 | AllMortality Prediction | CodeCode Available | 0 | 5 |
| ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission | Apr 10, 2019 | Readmission Prediction | CodeCode Available | 0 | 5 |
| Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization | Dec 1, 2020 | Graph LearningLink 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 |
| 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 |
| When BERT Fails -- The Limits of EHR Classification | Jul 26, 2022 | ClassificationReadmission Prediction | —Unverified | 0 | 0 |
| Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance | Apr 25, 2021 | modelReadmission Prediction | —Unverified | 0 | 0 |
| An Interpretable Deep-Learning Framework for Predicting Hospital Readmissions From Electronic Health Records | Oct 16, 2023 | Readmission PredictionWord Embeddings | —Unverified | 0 | 0 |
| MuST: Multimodal Spatiotemporal Graph-Transformer for Hospital Readmission Prediction | Nov 11, 2023 | PredictionReadmission Prediction | —Unverified | 0 | 0 |
| Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries | Nov 1, 2020 | Adversarial AttackDeep Learning | —Unverified | 0 | 0 |
