Artificial intelligence in cardiovascular atherosclerosis imaging

J Zhang, R Han, G Shao, B Lv, K Sun - Journal of Personalized Medicine, 2022 - mdpi.com
… of cardiovascular medical imaging research. In this review, we presented the current
status of artificial intelligence applied to image analysis of coronary atherosclerotic plaques, …

Artificial intelligence advancements in the cardiovascular imaging of coronary atherosclerosis

P Covas, E De Guzman, I Barrows… - Frontiers in …, 2022 - frontiersin.org
… The paper finally discusses the evolving paradigm of implementation of artificial intelligence
… (Table 1) of Artificial Intelligence in respect to coronary artery disease (CAD) and imaging. …

Roadmap on the use of artificial intelligence for imaging of vulnerable atherosclerotic plaque in coronary arteries

B Föllmer, MC Williams, D Dey… - Nature Reviews …, 2024 - nature.com
… value of different cardiovascular imaging modalities before … and atherosclerosis imaging
in September 2022, a questionnaire regarding the clinical appropriateness of different imaging

[HTML][HTML] Using artificial intelligence to study atherosclerosis from computed tomography imaging: A state-of-the-art review of the current literature

LV Klüner, K Chan, C Antoniades - Atherosclerosis, 2024 - Elsevier
atherosclerotic coronary artery disease. New analytical methods using artificial intelligence
(AI) enable the analysis of complex phenotypic information of atherosclerotic plaques. In …

[HTML][HTML] CT​ evaluation​ by​ artificialintelligence​ for​ atherosclerosis, stenosis and vascular​ morphology​(CLARIFY):​ a​ multi-center, international study

AD Choi, H Marques, V Kumar, WF Griffin… - Journal of …, 2021 - Elsevier
… AI in CCTA imaging. AI was not performed in CCTA studies of poor image quality deemed
uninterpretable by L3 readers. The prognostic significance of atherosclerotic plaque quantified …

Relationship of age, atherosclerosis and angiographic stenosis using artificial intelligence

R Jonas, J Earls, H Marques, HJ Chang, JH Choi… - Open …, 2021 - openheart.bmj.com
… In this study, a blinded core laboratory analysing quantitative coronary angiography images
… and per-lesion basis based on CCTA imaging. Plaque measurements were normalised for …

Artificial intelligence in intracoronary imaging

R Fedewa, R Puri, E Fleischman, J Lee… - Current cardiology …, 2020 - Springer
… Our group computed the optical attenuation coefficient by grouping A-lines from volumes
of interest (VOIs) from clinical IVOCT image data within an atherosclerotic plaque, using …

Artificial intelligence in atherosclerotic disease: applications and trends

PN Kampaktsis, M Emfietzoglou, A Al Shehhi… - Frontiers in …, 2023 - frontiersin.org
… Several studies have reported AI algorithms for the automatic detection of atherosclerotic
plaques from CTA images (45). For example, Kang et al. developed a ML algorithm that …

Recent trends in artificial intelligence-assisted coronary atherosclerotic plaque characterization

A Gudigar, S Nayak, J Samanth… - International journal of …, 2021 - mdpi.com
imageimages demands scarce physician expertise and high time cost. This has motivated
recent research into and development of artificial intelligence (AI)-assisted methods for image

Two-stage artificial intelligence model for jointly measurement of atherosclerotic wall thickness and plaque burden in carotid ultrasound: A screening tool for …

M Biswas, L Saba, S Chakrabartty, NN Khanna… - Computers in biology …, 2020 - Elsevier
… models used entire US images for characterization and … on image patches rather than
full-size images, mainly to have better local control in small regions rather than the whole image at …