| Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning | May 16, 2023 | Mortality PredictionRepresentation Learning | CodeCode Available | 0 |
| Airway measurement by refinement of synthetic images improves mortality prediction in idiopathic pulmonary fibrosis | Aug 30, 2022 | Computed Tomography (CT)Mortality Prediction | CodeCode Available | 0 |
| Characterizing the Value of Information in Medical Notes | Oct 7, 2020 | AllMortality Prediction | CodeCode Available | 0 |
| Interpolation-Prediction Networks for Irregularly Sampled Time Series | Sep 13, 2019 | Deep LearningLength-of-Stay prediction | CodeCode Available | 0 |
| Privacy-preserving patient clustering for personalized federated learning | Jul 17, 2023 | ClusteringFederated Learning | CodeCode Available | 0 |
| Multi-view Integration Learning for Irregularly-sampled Clinical Time Series | Jan 25, 2021 | DecoderImputation | CodeCode Available | 0 |
| Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets | Oct 23, 2017 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive Care | May 7, 2019 | Decision Makingfeature selection | CodeCode Available | 0 |
| Interpretable Patient Mortality Prediction with Multi-value Rule Sets | Jul 6, 2018 | FormMortality Prediction | CodeCode Available | 0 |
| Neural Document Embeddings for Intensive Care Patient Mortality Prediction | Dec 1, 2016 | Document EmbeddingMortality Prediction | CodeCode Available | 0 |