ABSTRACT
BACKGROUND: The right ventricle (RV) plays a pivotal role in cardiovascular diseases and 3-dimensional echocardiography (3DE) has gained acceptance for the evaluation of RV volumes and function. Recently, a new artificial intelligence (AI)-based automated 3DE software for RV evaluation has been proposed and validated against cardiac magnetic resonance. The aims of this study were three-fold: (i) feasibility of the AI-based 3DE RV quantification, (ii) comparison with the semi-automatic 3DE method and (iii) assessment of 2-dimensional echocardiography (2DE) and strain measurements obtained automatically. METHODS: A total of 203 subject (122 normal and 81 patients) underwent a 2DE and both the semi-automatic and automatic 3DE methods for Doppler standard, RV volumes and ejection fraction (RVEF) measurements. RESULTS: The automatic 3DE method was highly feasible, faster than 2DE and semi-automatic 3DE and data obtained were comparable with traditional measurements. Both in normal subjects and patients, the RVEF was similar to the two 3DE methods and 2DE and strain measurements obtained by the automated system correlated very well with the standard 2DE and strain ones. CONCLUSIONS: results showed that rapid analysis and excellent reproducibility of AI-based 3DE RV analysis supported the routine adoption of this automated method in the daily clinical workflow.
ABSTRACT
OBJECTIVES: Transit-time flow measurement (TTFM) allows intraoperative functional assessment of grafts in coronary artery bypass grafting (CABG). The major limitation of this technique is a low positive predictive value (PPV) that could lead to unnecessary graft revisions. A combined approach with high-resolution epicardial ultrasonography (HR-ECUS) and TTFM was evaluated for the first time in terms of diagnostic accuracy. The aim of this study is to evaluate the added value of intraoperative HR-ECUS for an improved graft patency verification. METHODS: From November 2009 to September 2012, 333 patients underwent isolated CABG. A total number of 717 grafts were performed; all grafts were intraoperatively verified by means of both TTFM and HR-ECUS. RESULTS: Among 678 grafts considered functioning at TTFM, 3 (0.4%) were failing at HR-ECUS and promptly redone (2 bilateral internal mammary artery-Y-grafts and 1 left internal mammary artery to left anterior descending (LIMA-LAD)). These were confirmed as true positive at graft revision due to technical error. HR-ECUS confirmed the good functioning of the remaining 675 grafts already demonstrated by TTFM; among them, 8 showed high troponin I release (clinical false negative), whereas the remaining 667 had no high TnI release (clinical true negative). In 2 of 39 grafts malfunctioning at TTFM, HR-ECUS confirmed the graft failure; surgical inspection of the anastomosis during redo procedure (in both cases LIMA-to-LAD graft) showed a technical error leading to define those 2 grafts as 'true positive' on the basis of either direct vision and improved post-redo TTFM parameters. Finally, in 35 cases, HR-ECUS did not confirm TTFM diagnosis demonstrating a full patency of the anastomosis; these grafts had an uneventful clinical course (true negative). The main result of this study is the increase of PPV from 10% with TTFM to almost 100% of TTFM + HR-ECUS, avoiding many unnecessary graft revisions. CONCLUSIONS: HR-ECUS should be considered complimentary to TTFM. Simultaneous use of the two methods during CABG provides morphological and functional information improving considerably diagnostic accuracy of intraoperative graft verification procedure close to 100%.
