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| ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks | Jul 26, 2024 | BenchmarkingModel Selection | CodeCode Available | 1 |
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| Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission | Apr 14, 2022 | AllGraph Neural Network | 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 |
| CPLLM: Clinical Prediction with Large Language Models | Sep 20, 2023 | Disease PredictionLanguage Modeling | CodeCode Available | 1 |
| 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 |
| An Interpretable Deep-Learning Framework for Predicting Hospital Readmissions From Electronic Health Records | Oct 16, 2023 | Readmission PredictionWord Embeddings | —Unverified | 0 |
| Enhancing Readmission Prediction with Deep Learning: Extracting Biomedical Concepts from Clinical Texts | Mar 12, 2024 | Deep LearningReadmission Prediction | —Unverified | 0 |
| Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database | Jul 6, 2022 | Readmission PredictionTransfer Learning | —Unverified | 0 |
