| Individualized Prediction of COVID-19 Adverse outcomes with MLHO | Aug 10, 2020 | BIG-bench Machine LearningICU Admission | CodeCode Available | 0 | 5 |
| Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets | Oct 23, 2017 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Interpretable Patient Mortality Prediction with Multi-value Rule Sets | Jul 6, 2018 | FormMortality Prediction | CodeCode Available | 0 | 5 |
| ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU | Jan 24, 2019 | Deep LearningMortality Prediction | CodeCode Available | 0 | 5 |
| Characterizing the Value of Information in Medical Notes | Oct 7, 2020 | AllMortality Prediction | CodeCode Available | 0 | 5 |
| Interpolation-Prediction Networks for Irregularly Sampled Time Series | Sep 13, 2019 | Deep LearningLength-of-Stay prediction | CodeCode Available | 0 | 5 |
| IMAN: An Adaptive Network for Robust NPC Mortality Prediction with Missing Modalities | Oct 24, 2024 | DiagnosticMortality Prediction | 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 |
| Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data | Sep 2, 2024 | Mortality Predictionzero-shot-classification | CodeCode Available | 0 | 5 |
| FedScore: A privacy-preserving framework for federated scoring system development | Mar 1, 2023 | Federated LearningModel Selection | 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 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 | 5 |
| COPER: Continuous Patient State Perceiver | Aug 5, 2022 | Irregular Time SeriesMortality Prediction | CodeCode Available | 0 | 5 |
| Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks | Oct 6, 2022 | Mortality PredictionPrognosis | CodeCode Available | 0 | 5 |
| Fast and Interpretable Mortality Risk Scores for Critical Care Patients | Nov 21, 2023 | Mortality 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 |
| Countdown Regression: Sharp and Calibrated Survival Predictions | Jun 21, 2018 | Decision MakingMortality Prediction | CodeCode Available | 0 | 5 |
| Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital Data | Jan 31, 2024 | Mortality PredictionPrivacy Preserving | 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 |
| Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift | Dec 1, 2022 | Gaussian ProcessesMortality Prediction | CodeCode Available | 0 | 5 |
| Analysis | OPEN | Published: 17 June 2019 Multitask learning and benchmarking with clinical time series data | Jun 17, 2019 | BenchmarkingBIG-bench Machine Learning | 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 |
| Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-Series | Nov 3, 2024 | Data IntegrationFeature Engineering | 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 |
