| Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation | May 5, 2021 | Binary ClassificationMortality Prediction | —Unverified | 0 |
| Explaining a Series of Models by Propagating Shapley Values | Apr 30, 2021 | Mortality Prediction | —Unverified | 0 |
| A Study into patient similarity through representation learning from medical records | Apr 29, 2021 | Mortality PredictionRepresentation Learning | CodeCode Available | 0 |
| BERTSurv: BERT-Based Survival Models for Predicting Outcomes of Trauma Patients | Mar 19, 2021 | Deep LearningMortality Prediction | —Unverified | 0 |
| MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset | Feb 12, 2021 | FairnessFeature Importance | —Unverified | 0 |
| EventScore: An Automated Real-time Early Warning Score for Clinical Events | Feb 11, 2021 | Mortality Predictionregression | —Unverified | 0 |
| Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration | Feb 8, 2021 | Length-of-Stay predictionMedical Diagnosis | CodeCode Available | 1 |
| Multi-view Integration Learning for Irregularly-sampled Clinical Time Series | Jan 25, 2021 | DecoderImputation | CodeCode Available | 0 |
| Challenges in the application of a mortality prediction model for COVID-19 patients on an Indian cohort | Jan 15, 2021 | Mortality PredictionSurvival Prediction | —Unverified | 0 |
| Risk markers by sex for in-hospital mortality in patients with acute coronary syndrome: a machine learning approach | Jan 6, 2021 | Mortality Prediction | CodeCode Available | 0 |
