| Multimodal data matters: language model pre-training over structured and unstructured electronic health records | Jan 25, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Predictive Modeling of Hospital Readmission: Challenges and Solutions | Jun 16, 2021 | Decision MakingPrediction | —Unverified | 0 |
| Explainable Health Risk Predictor with Transformer-based Medicare Claim Encoder | May 19, 2021 | Readmission Prediction | —Unverified | 0 |
| Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance | Apr 25, 2021 | modelReadmission Prediction | —Unverified | 0 |
| Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction | Feb 4, 2021 | Decision MakingPoint Processes | —Unverified | 0 |
| Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization | Dec 1, 2020 | Graph LearningLink Prediction | CodeCode Available | 0 |
| Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries | Nov 1, 2020 | Adversarial AttackDeep Learning | —Unverified | 0 |
| Characterizing the Value of Information in Medical Notes | Oct 7, 2020 | AllMortality Prediction | CodeCode Available | 0 |
| Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning | May 4, 2020 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Predicting Heart Failure Readmission from Clinical Notes Using Deep Learning | Dec 21, 2019 | Deep LearningPrediction | —Unverified | 0 |
