| Temporal-Clustering Invariance in Irregular Healthcare Time Series | Apr 27, 2019 | ClusteringData Augmentation | —Unverified | 0 |
| Hybrid Mortality Prediction using Multiple Source Systems | Apr 18, 2019 | Mortality PredictionPrediction | —Unverified | 0 |
| Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data | Apr 15, 2019 | Electrocardiography (ECG)Mortality Prediction | —Unverified | 0 |
| Inference of a Multi-Domain Machine Learning Model to Predict Mortality in Hospital Stays for Patients with Cancer upon Febrile Neutropenia Onset | Feb 21, 2019 | BIG-bench Machine LearningMortality Prediction | —Unverified | 0 |
| Knowledge-based Analysis for Mortality Prediction from CT Images | Feb 20, 2019 | Clinical KnowledgeLung Cancer Diagnosis | CodeCode Available | 0 |
| Dynamic Measurement Scheduling for Event Forecasting using Deep RL | Jan 24, 2019 | Deep Reinforcement LearningICU Mortality | CodeCode Available | 0 |
| ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU | Jan 24, 2019 | Deep LearningMortality Prediction | CodeCode Available | 0 |
| Artificial neural networks condensation: A strategy to facilitate adaption of machine learning in medical settings by reducing computational burden | Dec 23, 2018 | Computational EfficiencyMortality Prediction | —Unverified | 0 |
| Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation | Nov 30, 2018 | BIG-bench Machine LearningMortality Prediction | —Unverified | 0 |
| Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning | Nov 29, 2018 | Entity Extraction using GANMortality Prediction | —Unverified | 0 |
