Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using deep convolutional neural networks
Abstract Computerized Tomography Angiography (CTA) based follow-up of Abdominal
Aortic Aneurysms (AAA) treated with Endovascular Aneurysm Repair (EVAR) is essential to …
Aortic Aneurysms (AAA) treated with Endovascular Aneurysm Repair (EVAR) is essential to …
A fully automated pipeline for mining abdominal aortic aneurysm using image segmentation
Imaging software have become critical tools in the diagnosis and the treatment of abdominal
aortic aneurysms (AAA). The aim of this study was to develop a fully automated software …
aortic aneurysms (AAA). The aim of this study was to develop a fully automated software …
Automatic detection and segmentation of thrombi in abdominal aortic aneurysms using a mask region-based convolutional neural network with optimized loss …
The detection and segmentation of thrombi are essential for monitoring the disease
progression of abdominal aortic aneurysms (AAAs) and for patient care and management …
progression of abdominal aortic aneurysms (AAAs) and for patient care and management …
Automatic detection, segmentation and classification of abdominal aortic aneurysm using deep learning
HA Hong, UU Sheikh - … Colloquium on Signal Processing & Its …, 2016 - ieeexplore.ieee.org
In this paper, an automated method for the detection, segmentation and classification of
Abdominal Aortic Aneurysm (AAA) region in computed tomography (CT) images is …
Abdominal Aortic Aneurysm (AAA) region in computed tomography (CT) images is …
3D convolutional neural network for abdominal aortic aneurysm segmentation
K López-Linares, I García, A García-Familiar… - arXiv preprint arXiv …, 2019 - arxiv.org
An abdominal aortic aneurysm (AAA) is a focal dilation of the aorta that, if not treated, tends
to grow and may rupture. A significant unmet need in the assessment of AAA disease, for the …
to grow and may rupture. A significant unmet need in the assessment of AAA disease, for the …
Segmentation and quantification of the aortic arch using joint 3D model-based segmentation and elastic image registration
A Biesdorf, K Rohr, D Feng, H von Tengg-Kobligk… - Medical image …, 2012 - Elsevier
Accurate quantification of the morphology of vessels is important for diagnosis and treatment
of cardiovascular diseases. We introduce a new joint segmentation and registration …
of cardiovascular diseases. We introduce a new joint segmentation and registration …
Abdominal aortic aneurysm segmentation from ct images using modified 3d u-net with deep supervision
An abdominal aortic aneurysm (AAA) is a dangerous cardiovascular disease that can cause
serious health complications and death. Methods that can provide automatic and accurate …
serious health complications and death. Methods that can provide automatic and accurate …
Managing large-scale scientific workflows in distributed environments: Experiences and challenges
In this paper we discuss several challenges associated scientific workflow design and
management in distributed, heterogeneous environments. Based on our prior work with a …
management in distributed, heterogeneous environments. Based on our prior work with a …
DCNN-based automatic segmentation and quantification of aortic thrombus Volume: Influence of the Training Approach
Abstract Computerized Tomography Angiography (CTA) based assessment of Abdominal
Aortic Aneurysms (AAA) treated with Endovascular Aneurysm Repair (EVAR) is essential …
Aortic Aneurysms (AAA) treated with Endovascular Aneurysm Repair (EVAR) is essential …
Automatic abdominal aortic aneurysm segmentation in MR images
S Martinez-Muñoz, D Ruiz-Fernandez… - Expert Systems with …, 2016 - Elsevier
Abstract Abdominal Aortic Aneurism is a disease related to a weakening in the aortic wall
that can cause a break in the aorta and the death. The detection of an unusual dilatation of a …
that can cause a break in the aorta and the death. The detection of an unusual dilatation of a …