Clinical Trial: Deep Learning-Based Automated Pressure-Strain Loop Analysis

U.S., Oct. 1 -- ClinicalTrials.gov registry received information related to the study (NCT07850726) titled 'Deep Learning-Based Automated Pressure-Strain Loop Analysis' on Sept. 24.

Brief Summary: Noninvasive left ventricular pressure-strain loop analysis estimates myocardial work from longitudinal strain, brachial systolic blood pressure, and cardiac valve-event timing. It provides global work index, constructive work, wasted work, and work efficiency.

This study evaluates a deep-learning method that automates myocardial work and loop-shape analysis. The method may reduce analysis time, improve reproducibility, and identify patterns associated with heart failure.

Study Start Date: Sept., 2026

Study Type: INTERVENTIONAL

Condition: Hea...