Estimating 3D ventricular shape from 2D echocardiography: feasibility and effect of noise

Bernardino Perez, Gabriel; Butakoff, Constantine; Nuñez-Garcia, Marta; Sarvari, Sebastian Imre; Rodríguez-López, Mérida; Crispi Brillas, Fàtima; González Ballester, Miguel Ángel, 1973-; Craene, Mathieu de; Bijnens, Bart

doi:http://dx.doi.org/10.1007/978-3-319-59448-4_43

Estimating 3D ventricular shape from 2D echocardiography: feasibility and effect of noise

Citation

Bernardino G, Butakoff C, Nuñez-Garcia M, Sarvari SI, Rordriguez-Lopez M, Crispi F, Gónzalez MA, De Craene M, Bijnens B. Estimating 3D ventricular shape from 2D echocardiography: feasibility and effect of noise. In: Pop M, Wright GA, editors. Functional imaging and modelling of the heart. 9th International Conference, FIMH 2017; 2017 Jun 11-13; Toronto, Canada. [place unknown]: Springer; 2017. p. 450-60. DOI: 10.1007/978-3-319-59448-4_43

Abstract

Many cardiac diseases are associated with changes in ventricular shape. However, in daily practice, the heart is mostly assessed by 2D echocardiography only. While 3D techniques are available, they are rarely used. In this paper we analyze to which extent it is possible to obtain the 3D shape of a left ventricle (LV) using measurements from 2D echocardiography. First, we investigate this using synthetic datasets, and afterwards, we illustrate it in clinical 2D echocardiography measurements with corresponding 3D meshes obtained using 3D echocardiography. We demonstrate that standard measurements taken in 2D allow quantifying only the ellipsoidal shape of the ventricle, and that capturing other shape features require either additional geometrical measurements or clinical information related to shape remodelling. We show that noise in the measurements is the primary cause for poor association between the measurements and the LV shape features and that an estimated 10% level of noise on the 2D measurements limits the recoverability of shape. Finally we show that clinical variables relating to the clinical history can substitute the lack of geometric measurements, thus providing alternatives for shape assessment in daily practice.

Description

Comunicació presentada a la 9th international conference on Functional Imaging and Modeling of the Heart (FIMH 2017), celebrada els dies 11 a 13 de juny de 2017 a Toronto, Canadà.