Loading
Life sciences · Interventional Study
ClinicalTrials.gov · September 16, 2026
No summary has been generated for this record yet. What follows is drawn from its source metadata only.
Interventional Study.
No findings were extractable from the material analysed.
Safety was not reported in the material analysed. Check the source before drawing any conclusion about harm.
The source did not state who this applies to in practice.
Graded across the dimensions that decide whether you should act, each from what the source actually supports. There is no single score, and where a dimension was not assessed it says so.
This record has not been graded across any dimension yet. Treat the label above as provisional and read the source.
What is missing. This record has no bottom line, key findings, reported figures, evidence dimensions. That is a gap in the analysis, not a judgement about the study.
Registry record from ClinicalTrials.gov (NCT07021599). This is a study registration, not published results. Lead sponsor: Prince of Wales Hospital, Shatin, Hong Kong. Recruitment status: ACTIVE_NOT_RECRUITING. Phase: NA. Study type: INTERVENTIONAL. Enrollment: 514 participants (ESTIMATED). Conditions: Heart Failure. Interventions: DIAGNOSTIC_TEST: Tailored AI echocardiogram analysis and reporting system. Primary outcome measures: Rate of complete agreement in LVEF assessments , 6 month; Rate of complete agreement in assessments of AS severity , 6 month; Rate of complete agreement in assessment of MR severity , 6 month. Brief summary: This is a non-inferiority, three-year, multicenter, double-blinded randomized controlled study of an AI versus experienced sonographer echocardiogram analysis in HF patients. Consecutive patients presented for echocardiogram examination with new or worsening HF symptom and positive HF blood markers will be recruited. A target of 514 patients will be randomized 1:1 to receive either AI or sonographer echocardiogram analysis. The primary endpoint of diagnostic accuracy is the complete agreement of disease grading with an experienced cardiologist (American Society of Echocardiography level III) using a standardized grading chart. Important secondary endpoints include the time used for echocardiogram report drafting and report endorsement, 6-month heart failure symptom and hospitalization, and the cost-effectiveness of AI to increase echocardiogram service. Clinical, biochemical and echocardiographic predictors of worsening of heart failure and hospitalization will be identified.