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| Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets | Oct 23, 2017 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive Care | May 7, 2019 | Decision Makingfeature selection | CodeCode Available | 0 |
| Interpretable Patient Mortality Prediction with Multi-value Rule Sets | Jul 6, 2018 | FormMortality Prediction | CodeCode Available | 0 |
| Neural Document Embeddings for Intensive Care Patient Mortality Prediction | Dec 1, 2016 | Document EmbeddingMortality Prediction | CodeCode Available | 0 |
| Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift | Dec 1, 2022 | Gaussian ProcessesMortality Prediction | CodeCode Available | 0 |
| ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU | Jan 24, 2019 | Deep LearningMortality Prediction | CodeCode Available | 0 |
| Open (Clinical) LLMs are Sensitive to Instruction Phrasings | Jul 12, 2024 | FairnessMortality Prediction | CodeCode Available | 0 |
| Optimal Ensemble Construction for Multi-Study Prediction with Applications to COVID-19 Excess Mortality Estimation | Sep 19, 2021 | Mortality PredictionPrediction | CodeCode Available | 0 |
| What is Fair? Defining Fairness in Machine Learning for Health | Jun 13, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Knowledge-based Analysis for Mortality Prediction from CT Images | Feb 20, 2019 | Clinical KnowledgeLung Cancer Diagnosis | CodeCode Available | 0 |
| Large Language Models are Powerful Electronic Health Record Encoders | Feb 24, 2025 | Mortality PredictionPrediction | CodeCode Available | 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 |
| Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions | Oct 17, 2021 | Mortality PredictionTime Series | CodeCode Available | 0 |
