Automated segmentation and quantification of aortic calcification at abdominal CT: application of a deep learning-based algorithm to a longitudinal screening cohort
… of the fully automated abdominal aortic calcification algorithm that we employed. To our
knowledge, this retrospective cohort study is the first to achieve fully automated abdominal aortic …
knowledge, this retrospective cohort study is the first to achieve fully automated abdominal aortic …
Automated segmentation and quantification of the healthy and diseased aorta in CT angiographies using a dedicated deep learning approach
MM Sieren, C Widmann, N Weiss, JH Moltz, F Link… - European …, 2022 - Springer
… Alternatives would have been the Agatston score to quantify calcification. However, since
there is no score that provides a comprehensive evaluation of calcifications, hypodense …
there is no score that provides a comprehensive evaluation of calcifications, hypodense …
Automated quantitative 3D analysis of aorta size, morphology, and mural calcification distributions
S Kurugol, CE Come, AA Diaz, JC Ross… - Medical …, 2015 - Wiley Online Library
… Validation of automated aorta segmentation algorithm We compute three different metrics to
compare the automated segmentation results with the manual segmentations. These metrics …
compare the automated segmentation results with the manual segmentations. These metrics …
Automated Aortic Valve Calcific Area Segmentation in Echocardiography Images Using Fully Convolutional Neural Networks
… In this paper, we introduce a fully automated method for segmenting the calcific area of the
aortic … The difference in this work is that the calcific area segmentation is performed in a fully …
aortic … The difference in this work is that the calcific area segmentation is performed in a fully …
Toward automated detection and segmentation of aortic calcifications from radiographs
F Lauze, M de Bruijne - Medical Imaging 2007: Image …, 2007 - spiedigitallibrary.org
… Although several automated and semi automated methods have been previously … for
automated segmentation of calcified plaques from X-ray images. Segmentation of calcifications in X-…
automated segmentation of calcified plaques from X-ray images. Segmentation of calcifications in X-…
Automatic detection and quantification of abdominal aortic calcification in dual energy X-ray absorptiometry
… L4 and the aorta on VFA images; the segmentation of the aorta was … vectors representing
calcified regions in the aorta were … The abdominal aorta was divided into four parts immediately …
calcified regions in the aorta were … The abdominal aorta was divided into four parts immediately …
Automated segmentation of thoracic aorta in non-contrast CT images
U Kurkure, OC Avila-Montes… - 2008 5th IEEE …, 2008 - ieeexplore.ieee.org
… aorta segmentation quite a challenging task. In this paper we describe a novel automated
method for segmentation of the thoracic aorta … posterior quantification of aortic calcified plaque. …
method for segmentation of the thoracic aorta … posterior quantification of aortic calcified plaque. …
Automated scoring of aortic calcification in vertebral fracture assessment images
L Chaplin, T Cootes - Medical Imaging 2019: Computer-Aided …, 2019 - spiedigitallibrary.org
… and random forest approaches to automated segmentation of AAC in VFA images. As …
segmentation. Visual inspection of U-net segmentation indicates that the majority of calcification is …
segmentation. Visual inspection of U-net segmentation indicates that the majority of calcification is …
Automated segmentation and volume measurement of intracranial internal carotid artery calcification at noncontrast CT
… Segmentation of intracranial arterial calcification with deeply supervised residual dropout
networks. In: International Conference on Medical Image Computing and Computer-Assisted …
networks. In: International Conference on Medical Image Computing and Computer-Assisted …
Automatic detection of calcifications in the aorta from CT scans of the abdomen1: 3D computer-aided diagnosis
I Isgum, B van Ginneken, M Olree - Academic radiology, 2004 - Elsevier
… automating this procedure is determining the region of interest. For example, a fully automatic
segmentation of the aorta … Published vessel segmentation methods are usually interactive …
segmentation of the aorta … Published vessel segmentation methods are usually interactive …
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