2 papers
cs.LG2026
Ensuring Safety in Automated Mechanical Ventilation through Offline Reinforcement Learning and Digital Twin Verification
Hang Yu, Huidong Liu, Qingchen Zhang +5
Mechanical ventilation (MV) is a life-saving intervention for patients with acute respiratory failure (ARF) in the ICU. However, inappropriate ventilator settings could cause venti…
physics.med-ph2025
Digital Twins of Mechanically Ventilated Preterm Neonates with Respiratory Distress Syndrome
Sina Saffaran, Tng Chang Kwok, Don Sharkey +1
Background: Mechanical ventilation is life-saving for preterm infants with respiratory distress syndrome but can also contribute to lung injury and long-term morbidity. Protective…