| MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images | Jul 14, 2022 | Mortality PredictionPhenotype classification | CodeCode Available | 1 |
| Explaining Latent Representations with a Corpus of Examples | Oct 28, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series | Jul 29, 2021 | ImputationMortality 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 |
| 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 |
| MEME: Generating RNN Model Explanations via Model Extraction | Oct 15, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit | Jul 18, 2020 | Length-of-Stay predictionManagement | CodeCode Available | 1 |
| Efficient nonparametric statistical inference on population feature importance using Shapley values | Jun 16, 2020 | Feature ImportanceMortality Prediction | CodeCode Available | 1 |
| ISeeU2: Visually Interpretable ICU mortality prediction using deep learning and free-text medical notes | May 19, 2020 | Deep LearningICU Mortality | CodeCode Available | 1 |
