U.S., Jan. 30 -- ClinicalTrials.gov registry received information related to the study (NCT07375667) titled 'Dynamic Airway Resistance & ML: Guide Sputum Suction in Ventilated Patients' on Dec. 10, 2025.
Brief Summary: Research has shown that timely suctioning not only improves survival rates but also enhances the quality of life in ventilator-dependent patients. However, clinical judgment on the optimal timing for suctioning currently relies primarily on physician experience, lacking scientific evidence [10]. Airway viscous resistance reflects the frictional resistance encountered by gas flow within the airways and is closely associated with airway patency. When airway secretions increase, viscous resistance undergoes dynamic changes. The...