| A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care | Sep 16, 2022 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images | Jul 14, 2022 | Mortality PredictionPhenotype classification | CodeCode Available | 1 |
| MEME: Generating RNN Model Explanations via Model Extraction | Oct 15, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| Multimodal Pretraining of Medical Time Series and Notes | Dec 11, 2023 | Mortality PredictionSelf-Supervised Learning | CodeCode Available | 1 |
| Chest X-ray Foundation Model with Global and Local Representations Integration | Feb 7, 2025 | Mortality Prediction | CodeCode Available | 1 |
| Efficient nonparametric statistical inference on population feature importance using Shapley values | Jun 16, 2020 | Feature ImportanceMortality Prediction | CodeCode Available | 1 |
| Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration | Feb 8, 2021 | Length-of-Stay predictionMedical Diagnosis | CodeCode Available | 1 |
| ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration | Oct 3, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Explaining Latent Representations with a Corpus of Examples | Oct 28, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining | Dec 27, 2020 | Mortality PredictionNatural Language Understanding | CodeCode Available | 1 |
