| Deep Learning with Heterogeneous Graph Embeddings for Mortality Prediction from Electronic Health Records | Dec 28, 2020 | Mortality PredictionPrediction | —Unverified | 0 |
| MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining | Dec 27, 2020 | Mortality PredictionNatural Language Understanding | CodeCode Available | 1 |
| MEME: Generating RNN Model Explanations via Model Extraction | Dec 13, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| Building Deep Learning Models to Predict Mortality in ICU Patients | Dec 11, 2020 | Deep LearningMortality Prediction | —Unverified | 0 |
| Explainable Clinical Decision Support from Text | Nov 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MEME: Generating RNN Model Explanations via Model Extraction | Oct 15, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings | Oct 13, 2020 | FairnessMortality Prediction | —Unverified | 0 |
| Characterizing the Value of Information in Medical Notes | Oct 7, 2020 | AllMortality Prediction | CodeCode Available | 0 |
| Parkland Trauma Index of Mortality (PTIM): Real-time Predictive Model for PolyTrauma Patients | Oct 7, 2020 | Decision MakingMortality Prediction | —Unverified | 0 |
| Variational Disentanglement for Rare Event Modeling | Sep 17, 2020 | Disentanglementimbalanced classification | CodeCode Available | 0 |
