| Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework | Mar 13, 2025 | AttributeLesion Classification | —Unverified | 0 |
| Machine Learning-Based Prediction of ICU Mortality in Sepsis-Associated Acute Kidney Injury Patients Using MIMIC-IV Database with Validation from eICU Database | Feb 25, 2025 | ICU MortalityMortality Prediction | —Unverified | 0 |
| Uncertainty-aware abstention in medical diagnosis based on medical texts | Feb 25, 2025 | Anxiety DetectionMedical Code Prediction | —Unverified | 0 |
| A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction | Feb 24, 2025 | ICU MortalityMortality Prediction | —Unverified | 0 |
| Large Language Models are Powerful Electronic Health Record Encoders | Feb 24, 2025 | Mortality PredictionPrediction | CodeCode Available | 0 |
| Med-gte-hybrid: A contextual embedding transformer model for extracting actionable information from clinical texts | Feb 21, 2025 | Contrastive LearningDecision Making | —Unverified | 0 |
| Privacy-Preserving Dataset Combination | Feb 9, 2025 | Mortality PredictionPrivacy Preserving | —Unverified | 0 |
| Mortality Prediction of Pulmonary Embolism Patients with Deep Learning and XGBoost | Nov 27, 2024 | DiagnosticMortality Prediction | —Unverified | 0 |
| Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries | Nov 25, 2024 | ICU AdmissionLarge Language Model | —Unverified | 0 |
| Robust Real-Time Mortality Prediction in the Intensive Care Unit using Temporal Difference Learning | Nov 6, 2024 | Irregular Time SeriesMortality Prediction | CodeCode Available | 0 |
