Automatic image‐driven segmentation of the ventricles in cardiac cine MRI

CA Cocosco, WJ Niessen, T Netsch… - Journal of Magnetic …, 2008 - Wiley Online Library
Purpose To propose and to evaluate a novel method for the automatic segmentation of the
heart's two ventricles from dynamic (“cine”) short‐axis “steady state free precession”(SSFP) …

Multi-centre validation of an automatic algorithm for fast 4D myocardial segmentation in cine CMR datasets

S Queiros, D Barbosa, J Engvall… - European Heart …, 2016 - academic.oup.com
Aims Quantitative analysis of cine cardiac magnetic resonance (CMR) images for the
assessment of global left ventricular morphology and function remains a routine task in …

Automatic cardiac cine MRI segmentation and heart disease classification

A Ammar, O Bouattane, M Youssfi - Computerized Medical Imaging and …, 2021 - Elsevier
Cardiac cine magnetic resonance imaging (MRI) continues to be recognized as an
established modality for non-invasive assessment of the function and structure of the …

[HTML][HTML] From accuracy to reliability and robustness in cardiac magnetic resonance image segmentation: a review

F Galati, S Ourselin, MA Zuluaga - Applied Sciences, 2022 - mdpi.com
Since the rise of deep learning (DL) in the mid-2010s, cardiac magnetic resonance (CMR)
image segmentation has achieved state-of-the-art performance. Despite achieving inter …

Combining registration and minimum surfaces for the segmentation of the left ventricle in cardiac cine MR images

MP Jolly, H Xue, L Grady, J Guehring - … 20-24, 2009, Proceedings, Part II …, 2009 - Springer
This paper describes a system to automatically segment the left ventricle in all slices and all
phases of cardiac cine magnetic resonance datasets. After localizing the left ventricle blood …

A review of segmentation methods in short axis cardiac MR images

C Petitjean, JN Dacher - Medical image analysis, 2011 - Elsevier
For the last 15 years, Magnetic Resonance Imaging (MRI) has become a reference
examination for cardiac morphology, function and perfusion in humans. Yet, due to the …

Automatic cardiac ventricle segmentation in MR images: a validation study

D Grosgeorge, C Petitjean, J Caudron, J Fares… - International journal of …, 2011 - Springer
Purpose Segmenting the cardiac ventricles in magnetic resonance (MR) images is required
for cardiac function assessment. Numerous segmentation methods have been developed …

An image-based comprehensive approach for automatic segmentation of left ventricle from cardiac short axis cine mr images

S Huang, J Liu, LC Lee, SK Venkatesh, LLS Teo… - Journal of digital …, 2011 - Springer
Segmentation of the left ventricle is important in the assessment of cardiac functional
parameters. Manual segmentation of cardiac cine MR images for acquiring these …

Left ventricle segmentation in cardiac MR: A systematic mapping of the past decade

MAO Ribeiro, FLS Nunes - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
Left ventricle segmentation in short-axis cardiac magnetic resonance images is important to
diagnose heart disease. However, repetitive manual segmentation of these images requires …

Fast automatic myocardial segmentation in 4D cine CMR datasets

S Queirós, D Barbosa, B Heyde, P Morais… - Medical image …, 2014 - Elsevier
A novel automatic 3D+ time left ventricle (LV) segmentation framework is proposed for
cardiac magnetic resonance (CMR) datasets. The proposed framework consists of three …