| Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks | Jul 4, 2018 | Mortality PredictionTime Series | —Unverified | 0 |
| Countdown Regression: Sharp and Calibrated Survival Predictions | Jun 21, 2018 | Decision MakingMortality Prediction | CodeCode Available | 0 |
| Early hospital mortality prediction using vital signals | Mar 18, 2018 | ICU AdmissionMortality Prediction | CodeCode Available | 0 |
| Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data | Dec 2, 2017 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets | Oct 23, 2017 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Combining LSTM and Latent Topic Modeling for Mortality Prediction | Sep 8, 2017 | Mortality PredictionPrediction | —Unverified | 0 |
| PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction | Apr 25, 2017 | feature selectionICU Admission | —Unverified | 0 |
| Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models | Apr 25, 2017 | Change Point DetectionClassification | —Unverified | 0 |
| Multitask learning and benchmarking with clinical time series data | Mar 22, 2017 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Neural Document Embeddings for Intensive Care Patient Mortality Prediction | Dec 1, 2016 | Document EmbeddingMortality Prediction | CodeCode Available | 0 |
| Automated 5-year Mortality Prediction using Deep Learning and Radiomics Features from Chest Computed Tomography | Jul 1, 2016 | Computed Tomography (CT)feature selection | —Unverified | 0 |
| MIMIC-III, a freely accessible critical care database | May 24, 2016 | Blood pressure estimationData Integration | CodeCode Available | 0 |
| Developing an ICU scoring system with interaction terms using a genetic algorithm | Apr 22, 2016 | ICU MortalityMortality Prediction | —Unverified | 0 |
| Exploring Temporal Patterns in Emergency Department Triage Notes with Topic Models | Nov 1, 2014 | Mortality PredictionTopic Models | —Unverified | 0 |
