Exploring Diverse Machine Learning Approaches for Coronary CT Images Analysis: A Comparative Study

Authors: Villafuerte, Santiago, Alvarez-Padilla, Francisco J., Trujillo-Olaya, Vladimir, Valencia, Jose F.

Source: 2024 IEEE URUCON URUCON, 2024 IEEE. :1-5 Nov, 2024

Relation: 2024 IEEE URUCON

Non-Invasive Assessment of Coronary Microvascular Dysfunction Using Vascular Deformation-Based Flow Estimation

Authors: Xue, X., Deng, D., Zhang, H., Gao, Z., Zhu, P., Hau, W.K., Zhang, Z., Liu, X.

Source: IEEE Transactions on Biomedical Engineering IEEE Trans. Biomed. Eng. Biomedical Engineering, IEEE Transactions on. 71(10):3000-3013 Oct, 2024

Innovations in CT Angiography Image Analysis: Machine Learning Methods for Plaque Segmentation

Authors: Punitha, T. Santhi, Piramu Preethika, S.K.

Source: 2023 12th International Conference on System Modeling & Advancement in Research Trends (SMART) System Modeling & Advancement in Research Trends (SMART), 2023 12th International Conference on. :633-639 Dec, 2023

Relation: 2023 12th International Conference on System Modeling & Advancement in Research Trends (SMART)

U-Net-based Semi-supervised learning Transformer for the segmentation of Epicardial Adipose Tissue (EAT)

Authors: Sofia, A. Jenifer, Bevi, A. Ruhan

Source: 2023 International Conference on Next Generation Electronics (NEleX) Next Generation Electronics (NEleX), 2023 International Conference on. :1-5 Dec, 2023

Relation: 2023 International Conference on Next Generation Electronics (NEleX)

WheelNet: Weakly-Supervised Multi-Contrastive Learning for Predicting Vulnerable Coronary Atherosclerosis Plaques from Coronary Computed Tomography Angiography

Authors: Hou, Lingwen, Wang, Yabin, Ma, Site, Xie, Xiaoyang, Cao, Xin, He, Xiaowei, Liang, Jimin, Cao, Feng, Zhao, Fengjun

Source: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Bioinformatics and Biomedicine (BIBM), 2023 IEEE International Conference on. :1965-1970 Dec, 2023

Relation: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Deep Learning Coronary Artery Centerlines Mapping from Contrast-Enhanced CT Images of the Heart

Authors: Leccardi, Matteo, Mario Paracchini, Marco Brando, Mainardi, Luca, Marcon, Marco, Cerveri, Pietro

Source: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2023 IEEE International Conference on. :22-27 Oct, 2023

Relation: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)

Techniques for Pre-processing CT Angiography (CTA) Images for the Diagnosis of Cardiac Disease

Authors: Punitha, T. Santhi, Preethika, S K. Piramu

Source: 2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS) Augmented Intelligence and Sustainable Systems (ICAISS), 2023 Second International Conference on. :899-904 Aug, 2023

Relation: 2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS)

Association of pericoronary inflammation with atherosclerotic plaque progression in diabetic patients with improved modifiable cardiovascular risk factors: a longitudinal CCTA cohort study

Authors: Tianhao Zhang, Hongkai Zhang, Xuelian Gao, Pingan Peng, Tianlong Chen, Xiaoming Zhang, Jingyao Yang, Yang Zheng, Yulu Peng, Xiaonan Ma, Dongmei Shi, Zhijian Wang, Lei Xu, Yujie Zhou, Yu Du

Source: Diabetology & Metabolic Syndrome, Vol 17, Iss 1, Pp 1-12 (2025)

Subject Terms: Pericoronary adipose tissue, Atherosclerotic plaque, Coronary computed tomography angiography, Type 2 diabetes mellitus, Nutritional diseases. Deficiency diseases, RC620-627

File Description: electronic resource

Relation: https://doaj.org/toc/1758-5996

Access URL: https://doaj.org/article/fb30986cde26465f8a3b1a869421da2e

Correlation between hemodynamics assessed by FAI combined with CT-FFR and plaque characteristics in coronary artery stenosis

Authors: Bo Duan, Shuqing Deng, Runyang Xu, Yongsheng Wang, Kewu He

Source: BMC Medical Imaging, Vol 25, Iss 1, Pp 1-9 (2025)

Subject Terms: Coronary artery disease, Coronary computed tomography angiography (CCTA), Pericoronary adipose tissue (PCAT), Fat attenuation index (FAI), CT derived fractional flow reserve (CT-FFR), Medical technology, R855-855.5

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2342

Access URL: https://doaj.org/article/ee67621a0a254c829c9029d15f6c6aad

Presence of coronary artery disease in adults with newly detected diabetes mellitus

Authors: Cheng-Chien Lai, Betty Chia-Chen Chang, Lee-Ching Hwang

Source: BMC Cardiovascular Disorders, Vol 25, Iss 1, Pp 1-9 (2025)

Subject Terms: Coronary artery disease, Coronary computed tomography angiography, Newly detected diabetes mellitus, Diseases of the circulatory (Cardiovascular) system, RC666-701

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2261

Access URL: https://doaj.org/article/f769292f8b1d4a288d542241760e1e70

Composite cardiac computed tomography angiography score for improved risk assessment in chronic coronary syndromes

Authors: Subin Lee, Alexander Giesen, Dimitrios Mouselimis, Loris Weichsel, Andreas A. Giannopoulos, Max Nunninger, Matthias Renker, Florian André, Norbert Frey, Grigorios Korosoglou

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-10 (2025)

Subject Terms: Coronary artery disease, Coronary computed tomography angiography, Pericoronary adipose tissue (PCAT), Cardiac outcomes, High-risk plaque features, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/469e95cb5eb344499cefbe8ed5786a58

Predictive Value of CCTA Plaque Characteristics for the Progression and Prognosis of Coronary Artery Stenosis

Authors: Zhengteng LI, Min WANG, Dongmei PAN, Xiankai WANG

Source: CT Lilun yu yingyong yanjiu, Vol 34, Iss 1, Pp 23-30 (2025)

Subject Terms: coronary computed tomography angiography, coronary heart disease, plaque progression, Geophysics. Cosmic physics, QC801-809, Medicine (General), R5-920

File Description: electronic resource

Relation: https://doaj.org/toc/1004-4140

Access URL: https://doaj.org/article/2e892d74f8b140cc8eba1a699c31eb42

Evaluating Pericoronary Adipose Tissue Attenuation to Predict Cardiovascular Events

Authors: Takahiro Nishihara, MD, PhD, Toru Miyoshi, MD, PhD, Kentaro Ejiri, MD, PhD, Kazuhiro Osawa, MD, PhD, Soichiro Fuke, MD, PhD, Kousuke Seiyama, MD, Masayuki Doi, MD, PhD, Mitsutaka Nakashima, MD, PhD, Takashi Miki, MD, PhD, Shinsuke Yuasa, MD, PhD

Source: JACC: Asia, Vol 5, Iss 1, Pp 1-11 (2025)

Subject Terms: acute coronary syndrome(s), coronary computed tomography angiography, high-risk plaque, obstructive stenosis, pericoronary adipose tissue attenuation, Diseases of the circulatory (Cardiovascular) system, RC666-701

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2772374724003569; https://doaj.org/toc/2772-3747

Access URL: https://doaj.org/article/bb299af5df2845a68ab5d7aa803169ce

Automated plaque and stenosis characterization using attention-based deep learning network on coronary CT angiography images

Authors: He, Dianning, Chen, Yi, Liu, Ting

Source: 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), 2022 International Conference on. :1-6 Nov, 2022

Relation: 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)

Ethnic Differences in Pericoronary Adipose Tissue Attenuation

Authors: Nitesh Nerlekar, MBBS, MPH, PhD, Sheran Vasanthakumar, MBBS, Andrew K. Lin, MBBS, PhD

Source: JACC: Asia, Vol 5, Iss 1, Pp 12-14 (2025)

Subject Terms: acute coronary syndrome(s), coronary computed tomography angiography, high-risk plaque, obstructive stenosis, pericoronary adipose tissue attenuation, Diseases of the circulatory (Cardiovascular) system, RC666-701

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2772374724004952; https://doaj.org/toc/2772-3747

Access URL: https://doaj.org/article/717ceaa0f78249a387f10f548fcebcaa

Correlation of Sarcopenia with Coronary Artery Disease Severity and Pericoronary Adipose Tissue Attenuation: A Coronary CT Study

Authors: Domenico Albano, Caterina Beatrice Monti, Giovanni Antonio Risoleo, Giacomo Vignati, Silvia Rossi, Edoardo Conte, Daniele Andreini, Francesco Secchi, Stefano Fusco, Massimo Galia, Paolo Vitali, Salvatore Gitto, Carmelo Messina, Luca Maria Sconfienza

Source: Tomography, Vol 10, Iss 11, Pp 1744-1753 (2024)

Subject Terms: sarcopenia, pericoronary adipose tissue, coronary artery disease, CAD-RADS, coronary computed tomography angiography, Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://www.mdpi.com/2379-139X/10/11/128; https://doaj.org/toc/2379-1381; https://doaj.org/toc/2379-139X

Access URL: https://doaj.org/article/15f5c21aa26241b29d5ad2e8be9702eb

A Review of Factors Affecting Radiation Dose and Image Quality in Coronary CTA Performed with Wide-Detector CT

Authors: Yihan Fan, Tian Qin, Qingting Sun, Mengting Wang, Baohui Liang

Source: Tomography, Vol 10, Iss 11, Pp 1730-1743 (2024)

Subject Terms: wide-detector CT, coronary computed tomography angiography, radiation dose, image quality, Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://www.mdpi.com/2379-139X/10/11/127; https://doaj.org/toc/2379-1381; https://doaj.org/toc/2379-139X

Access URL: https://doaj.org/article/dd1b2deba17544828dc761d01065680b

Real-world evidence study on the impact of SPECT MPI, PET MPI, cCTA and stress echocardiography on downstream healthcare utilisation in patients with coronary artery disease in the US

Authors: Matthieu Pelletier-Galarneau, Arturo Cabra, Erika Szabo, Santosh Angadageri

Source: BMC Cardiovascular Disorders, Vol 24, Iss 1, Pp 1-12 (2024)

Subject Terms: Coronary artery disease, Myocardial perfusion imaging, Downstream healthcare utilisation, Positron emission tomography, Single-photon emission computed tomography, Coronary computed tomography angiography, Diseases of the circulatory (Cardiovascular) system, RC666-701

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2261

Access URL: https://doaj.org/article/f025a5cb044547f3812b9aef62d6259a

GAN-Augmented Naïve Bayes for identifying high-risk coronary artery disease patients using CT angiography data

Authors: Lei Zhang, Anandakumar Haldorai, Nithesh Naik

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-20 (2024)

Subject Terms: Coronary artery disease, Cardiovascular, Coronary computed tomography angiography, Generative adversarial networks, GANs, Healthcare, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/10360872554741dda9463b3626da9603

Investigating the peri-saphenous vein graft fat attenuation index on computed tomography angiography: relationship with progression of venous coronary artery bypass graft disease and temporal trends

Authors: Liwen Han, Lahu Like, Mengzhen Wang, Mi Zhou, Zhihan Xu, Fuhua Yan, Qiang Zhao, Wenjie Yang

Source: BMC Cardiovascular Disorders, Vol 24, Iss 1, Pp 1-11 (2024)

Subject Terms: Coronary artery bypass grafting, Saphenous vein graft, Coronary artery disease, Coronary computed tomography angiography, Fat attenuation index, Diseases of the circulatory (Cardiovascular) system, RC666-701

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2261

Access URL: https://doaj.org/article/c40f6255a49545d5b36542bd455bf891