Artificial intelligence, machine learning, and cardiovascular disease
P Mathur, S Srivastava, X Xu… - Clinical Medicine …, 2020 - journals.sagepub.com
Artificial intelligence (AI)-based applications have found widespread applications in many
fields of science, technology, and medicine. The use of enhanced computing power of …
fields of science, technology, and medicine. The use of enhanced computing power of …
[HTML][HTML] Artificial intelligence in the diagnosis and detection of heart failure: the past, present, and future
F Yasmin, SMI Shah, A Naeem… - Reviews in …, 2021 - imrpress.com
Artificial Intelligence (AI) performs human intelligence-dependant tasks using tools such as
Machine Learning, and its subtype Deep Learning. AI has incorporated itself in the field of …
Machine Learning, and its subtype Deep Learning. AI has incorporated itself in the field of …
Automated localization and quality control of the aorta in cine CMR can significantly accelerate processing of the UK Biobank population data
Introduction Aortic distensibility can be calculated using semi-automated methods to
segment the aortic lumen on cine CMR (Cardiovascular Magnetic Resonance) images …
segment the aortic lumen on cine CMR (Cardiovascular Magnetic Resonance) images …
Automated artery localization and vessel wall segmentation using tracklet refinement and polar conversion
Quantitative analysis of blood vessel wall structures is important to study atherosclerotic
diseases and assess cardiovascular event risks. To achieve this, accurate identification of …
diseases and assess cardiovascular event risks. To achieve this, accurate identification of …
[HTML][HTML] Ex vivo vessel wall thickness measurements of the human circle of Willis using 7T MRI
AA Harteveld, NP Denswil, W Van Hecke, HJ Kuijf… - Atherosclerosis, 2018 - Elsevier
Background and aims MRI can detect intracranial vessel wall thickening before any luminal
stenosis is present. Apart from representing a vessel wall lesion, wall thickening could also …
stenosis is present. Apart from representing a vessel wall lesion, wall thickening could also …
Domain adaptive and fully automated carotid artery atherosclerotic lesion detection using an artificial intelligence approach (LATTE) on 3D MRI
L Chen, H Zhao, H Jiang, N Balu… - Magnetic …, 2021 - Wiley Online Library
Purpose To develop and evaluate a domain adaptive and fully automated review workflow
(lesion assessment through tracklet evaluation, LATTE) for assessment of atherosclerotic …
(lesion assessment through tracklet evaluation, LATTE) for assessment of atherosclerotic …
Learning‐based automated segmentation of the carotid artery vessel wall in dual‐sequence MRI using subdivision surface fitting
S Gao, R van 't Klooster, PH Kitslaar… - Medical …, 2017 - Wiley Online Library
Purpose The quantification of vessel wall morphology and plaque burden requires vessel
segmentation, which is generally performed by manual delineations. The purpose of our …
segmentation, which is generally performed by manual delineations. The purpose of our …
Fully automated and robust analysis technique for popliteal artery vessel wall evaluation (FRAPPE) using neural network models from standardized knee MRI
Purpose To develop a fully automated vessel wall (VW) analysis workflow (fully automated
and robust analysis technique for popliteal artery evaluation, FRAPPE) on the popliteal …
and robust analysis technique for popliteal artery evaluation, FRAPPE) on the popliteal …
Automated cardiovascular segmentation in patients with congenital heart disease from 3D CMR scans: combining multi-atlases and level-sets
This paper presents an automatic method that enables segmentation of the whole heart and
the great vessels from 3D MRI scans. The proposed method is built upon a multi-atlas-based …
the great vessels from 3D MRI scans. The proposed method is built upon a multi-atlas-based …
Uncertainty quantification of the wall thickness and stiffness in an idealized dissected aorta
Personalized treatment informed by computational models has the potential to markedly
improve the outcome for patients with a type B aortic dissection. However, existing …
improve the outcome for patients with a type B aortic dissection. However, existing …