| Benchmarking machine learning models on multi-centre eICU critical care dataset | Oct 2, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Using Clinical Notes with Time Series Data for ICU Management | Sep 12, 2019 | DecompensationManagement | CodeCode Available | 0 | 5 |
| Liver Cirrhosis Stage Estimation from MRI with Deep Learning | Feb 23, 2025 | DecompensationDeep Learning | CodeCode Available | 0 | 5 |
| Predicting Mortality Risk in Viral and Unspecified Pneumonia to Assist Clinicians with COVID-19 ECMO Planning | Jun 2, 2020 | Decompensation | CodeCode Available | 0 | 5 |
| Temporal Label Smoothing for Early Event Prediction | Aug 29, 2022 | Binary ClassificationCirculatory Failure | CodeCode Available | 0 | 5 |
| Addressing Data Quality Decompensation in Federated Learning via Dynamic Client Selection | May 27, 2025 | DecompensationFederated Learning | CodeCode Available | 0 | 5 |
| Improving Emergency Department ESI Acuity Assignment Using Machine Learning and Clinical Natural Language Processing | Mar 29, 2020 | BIG-bench Machine LearningDecompensation | —Unverified | 0 | 0 |
| Late fusion of machine learning models using passively captured interpersonal social interactions and motion from smartphones predicts decompensation in heart failure | Apr 4, 2021 | DecompensationManagement | —Unverified | 0 | 0 |
| RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data | Jul 23, 2018 | Decompensation | —Unverified | 0 | 0 |
| Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine | Nov 7, 2023 | Decompensation | —Unverified | 0 | 0 |
