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Papers
Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework
AAAI 2025
Unmasking Societal Biases in Respiratory Support for ICU Patients through Social Determinants of Health
IJCAI 2024
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning
AAAI 2023
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
EMNLP 2020