| Benchmarking machine learning models on multi-centre eICU critical care dataset | Oct 2, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data | Jul 23, 2018 | Decompensation | —Unverified | 0 |
| Using Clinical Notes for ICU Management | May 31, 2019 | DecompensationManagement | —Unverified | 0 |
| Clinical Utility of the Automatic Phenotype Annotation in Unstructured Clinical Notes: ICU Use Cases | Jul 24, 2021 | Decompensation | —Unverified | 0 |
| Evaluating Progress on Machine Learning for Longitudinal Electronic Healthcare Data | Oct 2, 2020 | BIG-bench Machine LearningDecompensation | —Unverified | 0 |
| Improving Emergency Department ESI Acuity Assignment Using Machine Learning and Clinical Natural Language Processing | Mar 29, 2020 | BIG-bench Machine LearningDecompensation | —Unverified | 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 |
| A Multi-Modal and Multitask Benchmark in the Clinical Domain | Jan 1, 2021 | BIG-bench Machine LearningDecompensation | —Unverified | 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 |
| A Risk Taxonomy for Evaluating AI-Powered Psychotherapy Agents | May 21, 2025 | BenchmarkingDecompensation | —Unverified | 0 |
