U.S., July 26 -- ClinicalTrials.gov registry received information related to the study (NCT07085208) titled 'Derivation and Validation of Hemodynamic Phenotypes of Cardiac Surgery' on July 15.
Brief Summary: Background & Objective:
Cardiac surgery patients differ significantly in their health conditions and how they react during operations. Standard risk assessments before surgery often miss the real-time changes happening inside a patient's body during the procedure, which can affect their recovery. Therefore, researchers conducted this study to find different groups (phenotypes) of patients who face varying risks for poor outcomes. They did this by using advanced computer learning techniques to analyze a lot of detailed health informati...