Automatic initialization and quality control of large-scale cardiac MRI segmentations

X Alba, K Lekadir, M Pereanez, P Medrano-Gracia… - Medical image …, 2018 - Elsevier
Continuous advances in imaging technologies enable ever more comprehensive
phenotyping of human anatomy and physiology. Concomitant reduction of imaging costs …

A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images

A Suinesiaputra, BR Cowan, AO Al-Agamy… - Medical image …, 2014 - Elsevier
A collaborative framework was initiated to establish a community resource of ground truth
segmentations from cardiac MRI. Multi-site, multi-vendor cardiac MRI datasets comprising …

Artificial intelligence in computer vision: cardiac MRI and multimodality imaging segmentation

AC Kwan, G Salto, S Cheng, D Ouyang - Current cardiovascular risk …, 2021 - Springer
Abstract Purpose of Review Anatomical segmentation has played a major role within clinical
cardiology. Novel techniques through artificial intelligence-based computer vision have …

Automatic quality control of cardiac MRI segmentation in large-scale population imaging

R Robinson, VV Valindria, W Bai, H Suzuki… - … Image Computing and …, 2017 - Springer
The trend towards large-scale studies including population imaging poses new challenges
in terms of quality control (QC). This is a particular issue when automatic processing tools …

Whole heart segmentation of cardiac MRI using multiple path propagation strategy

X Zhuang, K Leung, K Rhode, R Razavi… - … Image Computing and …, 2010 - Springer
Automatic segmentation of cardiac MRI is an important but challenging task in clinical study
of cardiac morphology. Recently, fusing segmentations from multiple classifiers has been …

[HTML][HTML] Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study

R Robinson, VV Valindria, W Bai, O Oktay… - Journal of …, 2019 - Springer
Background The trend towards large-scale studies including population imaging poses new
challenges in terms of quality control (QC). This is a particular issue when automatic …

Automatic cardiac LV segmentation in MRI using modified graph cuts with smoothness and interslice constraints

X Alba, RM Figueras i Ventura… - Magnetic resonance …, 2014 - Wiley Online Library
Purpose Magnetic resonance imaging (MRI), specifically late‐enhanced MRI, is the
standard clinical imaging protocol to assess cardiac viability. Segmentation of myocardial …

Automatic segmentation of different pathologies from cardiac cine MRI using registration and multiple component EM estimation

W Shi, X Zhuang, H Wang, S Duckett, D Oregan… - Functional Imaging and …, 2011 - Springer
In this paper, we develop a framework for the automatic detection and segmentation of the
ventricle and myocardium from multi-slice, short-axis cine MR images. The segmentation …

Fully-automatic left ventricular segmentation from long-axis cardiac cine MR scans

R Shahzad, Q Tao, O Dzyubachyk, M Staring… - Medical image …, 2017 - Elsevier
With an increasing number of large-scale population-based cardiac magnetic resonance
(CMR) imaging studies being conducted nowadays, there comes the mammoth task of …

[HTML][HTML] Automatic segmentation with detection of local segmentation failures in cardiac MRI

J Sander, BD de Vos, I Išgum - Scientific Reports, 2020 - nature.com
Segmentation of cardiac anatomical structures in cardiac magnetic resonance images
(CMRI) is a prerequisite for automatic diagnosis and prognosis of cardiovascular diseases …