| Optimal Ensemble Construction for Multi-Study Prediction with Applications to COVID-19 Excess Mortality Estimation | Sep 19, 2021 | Mortality PredictionPrediction | CodeCode Available | 0 |
| Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure | Sep 6, 2021 | ICU AdmissionICU Mortality | —Unverified | 0 |
| Severity and Mortality Prediction Models to Triage Indian COVID-19 Patients | Sep 2, 2021 | Interpretable Machine LearningMortality Prediction | —Unverified | 0 |
| Developing and validating multi-modal models for mortality prediction in COVID-19 patients: a multi-center retrospective study | Sep 1, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Hybrid deep learning methods for phenotype prediction from clinical notes | Aug 16, 2021 | Deep LearningManagement | —Unverified | 0 |
| Process Mining Model to Predict Mortality in Paralytic Ileus Patients | Aug 3, 2021 | Mortality PredictionPrediction | —Unverified | 0 |
| Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series | Jul 29, 2021 | ImputationMortality Prediction | CodeCode Available | 1 |
| Improving COVID-19 Forecasting using eXogenous Variables | Jul 20, 2021 | Mortality PredictionTime Series Analysis | CodeCode Available | 0 |
| Quantifying Explainability in NLP and Analyzing Algorithms for Performance-Explainability Tradeoff | Jul 12, 2021 | Mortality Predictiontext-classification | CodeCode Available | 0 |
| Machine Learning with Electronic Health Records is vulnerable to Backdoor Trigger Attacks | Jun 15, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
