Recent trends in artificial intelligence-assisted coronary atherosclerotic plaque characterization

A Gudigar, S Nayak, J Samanth… - International journal of …, 2021 - mdpi.com
Coronary artery disease is a major cause of morbidity and mortality worldwide. Its underlying
histopathology is the atherosclerotic plaque, which comprises lipid, fibrous and—when …

Artificial intelligence in cardiovascular atherosclerosis imaging

J Zhang, R Han, G Shao, B Lv, K Sun - Journal of Personalized Medicine, 2022 - mdpi.com
At present, artificial intelligence (AI) has already been applied in cardiovascular imaging (eg,
image segmentation, automated measurements, and eventually, automated diagnosis) and …

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
Artificial intelligence (AI) is likely to revolutionize the way medical images are analysed and
has the potential to improve the identification and analysis of vulnerable or high-risk …

Computed tomography assessment of coronary atherosclerosis: from threshold-based evaluation to histologically validated plaque quantification

A Varga-Szemes, P Maurovich-Horvat… - Journal of Thoracic …, 2023 - journals.lww.com
Arterial plaque rupture and thrombosis is the primary cause of major cardiovascular and
neurovascular events. The identification of atherosclerosis, especially high-risk plaques, is …

From CT to artificial intelligence for complex assessment of plaque-associated risk

D Opincariu, T Benedek, M Chițu, N Raț… - … International Journal of …, 2020 - Springer
The recent technological developments in the field of cardiac imaging have established
coronary computed tomography angiography (CCTA) as a first-line diagnostic tool in …

Artificial intelligence in intracoronary imaging

R Fedewa, R Puri, E Fleischman, J Lee… - Current cardiology …, 2020 - Springer
Abstract Purpose of Review This paper investigates present uses and future potential of
artificial intelligence (AI) applied to intracoronary imaging technologies. Recent Findings …

Artificial intelligence in computed tomography plaque characterization: A review

R Cau, A Flanders, L Mannelli, C Politi, G Faa… - European journal of …, 2021 - Elsevier
Cardiovascular disease (CVD) is associated with high mortality around the world.
Prevention and early diagnosis are key targets in reducing the socio-economic burden of …

Enhancing risk stratification on coronary computed tomography angiography: the role of artificial intelligence

B Jaltotage, S Sukudom, AR Ihdayhid, G Dwivedi - Clinical Therapeutics, 2023 - Elsevier
Purpose To describe and outline the role of artificial intelligence (AI) in assisting coronary
computed tomography angiography (CCTA) in enhancing risk stratification. Methods A …

Genetic fuzzy rule based classification systems for coronary plaque characterization based on intravascular ultrasound images

VG Giannoglou, DG Stavrakoudis… - … Applications of Artificial …, 2015 - Elsevier
Vascular tissue characterization is of great importance concerning the possibility of an Acute
Cardiac Syndrome (ACS). Gray-scale intravascular ultrasound (IVUS) is a powerful …

An automatic multi-class coronary atherosclerosis plaque detection and classification framework

F Zhao, B Wu, F Chen, X Cao, H Yi, Y Hou, X He… - Medical & biological …, 2019 - Springer
Detection of different classes of atherosclerotic plaques is important for early intervention of
coronary artery diseases. However, previous methods focused either on the detection of a …