| Predicting Mortality and Functional Status Scores of Traumatic Brain Injury Patients using Supervised Machine Learning | Oct 27, 2024 | Decision Makingfeature selection | —Unverified | 0 |
| IMAN: An Adaptive Network for Robust NPC Mortality Prediction with Missing Modalities | Oct 24, 2024 | DiagnosticMortality Prediction | CodeCode Available | 0 |
| ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration | Oct 3, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Optimizing Mortality Prediction for ICU Heart Failure Patients: Leveraging XGBoost and Advanced Machine Learning with the MIMIC-III Database | Sep 3, 2024 | Feature Importancefeature selection | —Unverified | 0 |
| Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data | Sep 2, 2024 | Mortality Predictionzero-shot-classification | CodeCode Available | 0 |
| MRI-based and metabolomics-based age scores act synergetically for mortality prediction shown by multi-cohort federated learning | Sep 2, 2024 | Federated LearningMortality Prediction | CodeCode Available | 0 |
| FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection | Aug 17, 2024 | Federated LearningMedical Visual Question Answering | CodeCode Available | 0 |
| Improving Mortality Prediction After Radiotherapy with Large Language Model Structuring of Large-Scale Unstructured Electronic Health Records | Aug 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual Thinking | Aug 8, 2024 | counterfactualMortality Prediction | CodeCode Available | 0 |
| Zero Shot Health Trajectory Prediction Using Transformer | Jul 30, 2024 | ICU AdmissionICU Mortality | CodeCode Available | 2 |
