| 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 |
| Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings | Oct 13, 2020 | FairnessMortality Prediction | —Unverified | 0 |
| Parkland Trauma Index of Mortality (PTIM): Real-time Predictive Model for PolyTrauma Patients | Oct 7, 2020 | Decision MakingMortality Prediction | —Unverified | 0 |
| Characterizing the Value of Information in Medical Notes | Oct 7, 2020 | AllMortality Prediction | CodeCode Available | 0 |
| Variational Disentanglement for Rare Event Modeling | Sep 17, 2020 | Disentanglementimbalanced classification | CodeCode Available | 0 |
| Individualized Prediction of COVID-19 Adverse outcomes with MLHO | Aug 10, 2020 | BIG-bench Machine LearningICU Admission | CodeCode Available | 0 |
| Predicting Clinical Outcomes in COVID-19 using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study | Jul 15, 2020 | Decision MakingMortality Prediction | —Unverified | 0 |
| Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases | Apr 11, 2020 | DiversityMortality Prediction | —Unverified | 0 |
| Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction | Mar 24, 2020 | ICU MortalityMortality Prediction | —Unverified | 0 |
