U.S., June 19 -- ClinicalTrials.gov registry received information related to the study (NCT07656155) titled 'Digital Phenotyping of High-Risk Chronic Ventilator-Dependent Patients' on May 21.
Brief Summary: This project plans to employ a multi-center retrospective and prospective cohort study design. It aims to collect data on ventilator support strategies, duration of invasive mechanical ventilation, incidence of ventilator dependence, high-risk factors for ventilator dependence, and in-hospital mortality rates among different chronic disease populations in the ICU. This will involve combining unstructured data with real-time bedside multi-dimensional high-frequency data (including dynamic changes in data volume, respiratory mechanics, di...