| Machine Learning with Electronic Health Records is vulnerable to Backdoor Trigger Attacks | Jun 15, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 | 0 |
| Artificial neural networks condensation: A strategy to facilitate adaption of machine learning in medical settings by reducing computational burden | Dec 23, 2018 | Computational EfficiencyMortality Prediction | —Unverified | 0 | 0 |
| APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model | Nov 3, 2023 | MambaMortality Prediction | —Unverified | 0 | 0 |
| Med-gte-hybrid: A contextual embedding transformer model for extracting actionable information from clinical texts | Feb 21, 2025 | Contrastive LearningDecision Making | —Unverified | 0 | 0 |
| Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data | Dec 2, 2017 | BIG-bench Machine LearningDecision Making | —Unverified | 0 | 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 | 0 |
| An empirical study of using radiology reports and images to improve ICU mortality prediction | Jun 20, 2023 | ICU MortalityManagement | —Unverified | 0 | 0 |
| MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset | Feb 12, 2021 | FairnessFeature Importance | —Unverified | 0 | 0 |
| TA-RNN: an Attention-based Time-aware Recurrent Neural Network Architecture for Electronic Health Records | Jan 26, 2024 | Mortality Prediction | —Unverified | 0 | 0 |
| Temporal-Clustering Invariance in Irregular Healthcare Time Series | Apr 27, 2019 | ClusteringData Augmentation | —Unverified | 0 | 0 |
