| Addressing Data Quality Decompensation in Federated Learning via Dynamic Client Selection | May 27, 2025 | DecompensationFederated Learning | CodeCode Available | 0 |
| A Risk Taxonomy for Evaluating AI-Powered Psychotherapy Agents | May 21, 2025 | BenchmarkingDecompensation | —Unverified | 0 |
| Liver Cirrhosis Stage Estimation from MRI with Deep Learning | Feb 23, 2025 | DecompensationDeep Learning | CodeCode Available | 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 |
| Temporal Label Smoothing for Early Event Prediction | Aug 29, 2022 | Binary ClassificationCirculatory Failure | CodeCode Available | 0 |
| Clinical Utility of the Automatic Phenotype Annotation in Unstructured Clinical Notes: ICU Use Cases | Jul 24, 2021 | Decompensation | —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 |
| Evaluating Progress on Machine Learning for Longitudinal Electronic Healthcare Data | Oct 2, 2020 | BIG-bench Machine LearningDecompensation | —Unverified | 0 |
| Predicting Mortality Risk in Viral and Unspecified Pneumonia to Assist Clinicians with COVID-19 ECMO Planning | Jun 2, 2020 | Decompensation | CodeCode Available | 0 |
