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Penso M, Ranalletta RA, Pepi M, Garlaschè A, Ali SG, Fusini L, Mantegazza V, Muratori M, Maragna R, Tamborini G. Comparison between Automatic and Semiautomatic System for the 3D Echocardiographic Multiparametric Evaluation of RV Function and Dimension. J Clin Med 2022; 11:jcm11154528. [PMID: 35956143 PMCID: PMC9369664 DOI: 10.3390/jcm11154528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 07/29/2022] [Accepted: 08/01/2022] [Indexed: 12/04/2022] Open
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.
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Affiliation(s)
- Marco Penso
- Imaging Department, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (R.A.R.); (M.P.); (A.G.); (S.G.A.); (L.F.); (V.M.); (M.M.); (R.M.); (G.T.)
- Department of Electronics, Information and Biomedical Engineering, Politecnico di Milano, 20133 Milan, Italy
- Correspondence: ; Tel.: +39-3926930900
| | - Remo Antonio Ranalletta
- Imaging Department, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (R.A.R.); (M.P.); (A.G.); (S.G.A.); (L.F.); (V.M.); (M.M.); (R.M.); (G.T.)
| | - Mauro Pepi
- Imaging Department, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (R.A.R.); (M.P.); (A.G.); (S.G.A.); (L.F.); (V.M.); (M.M.); (R.M.); (G.T.)
| | - Anna Garlaschè
- Imaging Department, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (R.A.R.); (M.P.); (A.G.); (S.G.A.); (L.F.); (V.M.); (M.M.); (R.M.); (G.T.)
| | - Sarah Ghulam Ali
- Imaging Department, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (R.A.R.); (M.P.); (A.G.); (S.G.A.); (L.F.); (V.M.); (M.M.); (R.M.); (G.T.)
| | - Laura Fusini
- Imaging Department, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (R.A.R.); (M.P.); (A.G.); (S.G.A.); (L.F.); (V.M.); (M.M.); (R.M.); (G.T.)
- Department of Electronics, Information and Biomedical Engineering, Politecnico di Milano, 20133 Milan, Italy
| | - Valentina Mantegazza
- Imaging Department, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (R.A.R.); (M.P.); (A.G.); (S.G.A.); (L.F.); (V.M.); (M.M.); (R.M.); (G.T.)
| | - Manuela Muratori
- Imaging Department, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (R.A.R.); (M.P.); (A.G.); (S.G.A.); (L.F.); (V.M.); (M.M.); (R.M.); (G.T.)
| | - Riccardo Maragna
- Imaging Department, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (R.A.R.); (M.P.); (A.G.); (S.G.A.); (L.F.); (V.M.); (M.M.); (R.M.); (G.T.)
| | - Gloria Tamborini
- Imaging Department, Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy; (R.A.R.); (M.P.); (A.G.); (S.G.A.); (L.F.); (V.M.); (M.M.); (R.M.); (G.T.)
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Di Giammarco G, Canosa C, Foschi M, Rabozzi R, Marinelli D, Masuyama S, Ibrahim BM, Ranalletta RA, Penco M, Di Mauro M. Intraoperative graft verification in coronary surgery: increased diagnostic accuracy adding high-resolution epicardial ultrasonography to transit-time flow measurement. Eur J Cardiothorac Surg 2013; 45:e41-5. [DOI: 10.1093/ejcts/ezt580] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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