| IMAN: An Adaptive Network for Robust NPC Mortality Prediction with Missing Modalities | Oct 24, 2024 | DiagnosticMortality Prediction | CodeCode Available | 0 | 5 |
| Developing and validating multi-modal models for mortality prediction in COVID-19 patients: a multi-center retrospective study | Sep 1, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning | May 16, 2023 | Mortality PredictionRepresentation Learning | CodeCode Available | 0 | 5 |
| Improving COVID-19 Forecasting using eXogenous Variables | Jul 20, 2021 | Mortality PredictionTime Series Analysis | CodeCode Available | 0 | 5 |
| Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive Care | May 7, 2019 | Decision Makingfeature selection | CodeCode Available | 0 | 5 |
| Dynamic Measurement Scheduling for Event Forecasting using Deep RL | Jan 24, 2019 | Deep Reinforcement LearningICU Mortality | CodeCode Available | 0 | 5 |
| Dynamic Multimodal Information Bottleneck for Multimodality Classification | Nov 2, 2023 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| Optimal Ensemble Construction for Multi-Study Prediction with Applications to COVID-19 Excess Mortality Estimation | Sep 19, 2021 | Mortality PredictionPrediction | CodeCode Available | 0 | 5 |
| Enriching Unsupervised User Embedding via Medical Concepts | Mar 20, 2022 | Mortality PredictionPhenotype classification | CodeCode Available | 0 | 5 |
| Early hospital mortality prediction using vital signals | Mar 18, 2018 | ICU AdmissionMortality Prediction | CodeCode Available | 0 | 5 |
| Characterizing the Value of Information in Medical Notes | Oct 7, 2020 | AllMortality Prediction | CodeCode Available | 0 | 5 |
| Early prediction of the risk of ICU mortality with Deep Federated Learning | Dec 1, 2022 | Federated LearningICU Mortality | CodeCode Available | 0 | 5 |
| Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks | Aug 2, 2019 | De-identificationLength-of-Stay prediction | CodeCode Available | 0 | 5 |
| FedScore: A privacy-preserving framework for federated scoring system development | Mar 1, 2023 | Federated LearningModel Selection | CodeCode Available | 0 | 5 |
| A Study into patient similarity through representation learning from medical records | Apr 29, 2021 | Mortality PredictionRepresentation Learning | CodeCode Available | 0 | 5 |
| Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-Series | Nov 3, 2024 | Data IntegrationFeature Engineering | CodeCode Available | 0 | 5 |
| Fast and Interpretable Mortality Risk Scores for Critical Care Patients | Nov 21, 2023 | Mortality Prediction | CodeCode Available | 0 | 5 |
| FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection | Aug 17, 2024 | Federated LearningMedical Visual Question Answering | CodeCode Available | 0 | 5 |
| Feature importance to explain multimodal prediction models. A clinical use case | Apr 29, 2024 | Feature ImportanceMortality Prediction | CodeCode Available | 0 | 5 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 | 5 |
| Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual Thinking | Aug 8, 2024 | counterfactualMortality Prediction | CodeCode Available | 0 | 5 |
| Evaluation of Embeddings of Laboratory Test Codes for Patients at a Cancer Center | Jul 22, 2019 | Mortality Prediction | CodeCode Available | 0 | 5 |
| Interpretable Patient Mortality Prediction with Multi-value Rule Sets | Jul 6, 2018 | FormMortality Prediction | CodeCode Available | 0 | 5 |
| What is Fair? Defining Fairness in Machine Learning for Health | Jun 13, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions | Oct 17, 2021 | Mortality PredictionTime Series | CodeCode Available | 0 | 5 |
