Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training
Purpose Left ventricular ejection fraction (LVEF) is one of the key metrics to assess the heart
functionality, and cardiac ultrasound (echo) is a standard imaging modality for EF …
functionality, and cardiac ultrasound (echo) is a standard imaging modality for EF …
Deep Bayesian image segmentation for a more robust ejection fraction estimation
MH Jafari, N Van Woudenberg, C Luong… - 2021 IEEE 18th …, 2021 - ieeexplore.ieee.org
The left ventricular ejection fraction (LVEF) is one of the most commonly measured cardiac
parameters in echocardiography (echo). While the clinical guidelines suggest that apical …
parameters in echocardiography (echo). While the clinical guidelines suggest that apical …
Explicit and automatic ejection fraction assessment on 2D cardiac ultrasound with a deep learning-based approach
O Moal, E Roger, A Lamouroux, C Younes… - Computers in biology …, 2022 - Elsevier
Background Ejection fraction (EF) is a key parameter for assessing cardiovascular functions
in cardiac ultrasound, but its manual assessment is time-consuming and subject to high inter …
in cardiac ultrasound, but its manual assessment is time-consuming and subject to high inter …
Fully automatic real-time ejection fraction and MAPSE measurements in 2D echocardiography using deep neural networks
Cardiac ultrasound measurements such as left ventricular volume, ejection fraction (EF) and
mitral annular plane systolic excursion (MAPSE) are time consuming and highly observer …
mitral annular plane systolic excursion (MAPSE) are time consuming and highly observer …
[HTML][HTML] EchoEFNet: multi-task deep learning network for automatic calculation of left ventricular ejection fraction in 2D echocardiography
H Li, Y Wang, M Qu, P Cao, C Feng, J Yang - Computers in Biology and …, 2023 - Elsevier
Left ventricular ejection fraction (LVEF) is essential for evaluating left ventricular systolic
function. However, its clinical calculation requires the physician to interactively segment the …
function. However, its clinical calculation requires the physician to interactively segment the …
MAEF-Net: Multi-attention efficient feature fusion network for left ventricular segmentation and quantitative analysis in two-dimensional echocardiography
The segmentation of cardiac chambers and the quantification of clinical functional metrics in
dynamic echocardiography are the keys to the clinical diagnosis of heart disease. Identifying …
dynamic echocardiography are the keys to the clinical diagnosis of heart disease. Identifying …
Deep learning–based automated echocardiographic quantification of left ventricular ejection fraction: a point-of-care solution
FM Asch, V Mor-Avi, D Rubenson… - Circulation …, 2021 - Am Heart Assoc
Background: We have recently tested an automated machine-learning algorithm that
quantifies left ventricular (LV) ejection fraction (EF) from guidelines-recommended apical …
quantifies left ventricular (LV) ejection fraction (EF) from guidelines-recommended apical …
Real-time automatic ejection fraction and foreshortening detection using deep learning
Volume and ejection fraction (EF) measurements of the left ventricle (LV) in 2-D
echocardiography are associated with a high uncertainty not only due to interobserver …
echocardiography are associated with a high uncertainty not only due to interobserver …
Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss
Automated instrument localization during cardiac interventions is essential to accurately and
efficiently interpret a 3D ultrasound (US) image. In this paper, we propose a method to …
efficiently interpret a 3D ultrasound (US) image. In this paper, we propose a method to …
Dual-view joint estimation of left ventricular ejection fraction with uncertainty modelling in echocardiograms
Echocardiography (echo) is a standard-of-care imaging technique for characterizing heart
function and structure. Left ventricular ejection fraction (EF) is the single most commonly …
function and structure. Left ventricular ejection fraction (EF) is the single most commonly …