Development of artificial intelligence in epicardial and pericoronary adipose tissue imaging: a systematic review

L Zhang, J Sun, B Jiang, L Wang, Y Zhang… - European journal of hybrid …, 2021 - Springer
Background Artificial intelligence (AI) technology has been increasingly developed and
studied in cardiac imaging. This systematic review summarizes the latest progress of image …

Recent progress in epicardial and pericardial adipose tissue segmentation and quantification based on deep learning: A systematic review

M Benčević, I Galić, M Habijan, A Pižurica - Applied Sciences, 2022 - mdpi.com
Epicardial and pericardial adipose tissues (EAT and PAT), which are located around the
heart, have been linked to coronary atherosclerosis, cardiomyopathy, coronary artery …

Machine learning applications in cardiac computed tomography: a composite systematic review

JJH Bray, MA Hanif, M Alradhawi… - … Heart Journal Open, 2022 - academic.oup.com
Artificial intelligence and machine learning (ML) models are rapidly being applied to the
analysis of cardiac computed tomography (CT). We sought to provide an overview of the …

A U-shaped network based on multi-level feature and dual-attention coordination mechanism for coronary artery segmentation of CCTA Images

P Hong, Y Du, D Chen, C Peng, B Yang… - Cardiovascular …, 2023 - Springer
Purpose Computed tomography coronary angiography (CCTA) images provide optimal
visualization of coronary arteries to aid in diagnosing coronary heart disease (CHD). With …

Application and prospect of postmortem imaging technology in forensic cardiac pathology: A systemic review

N Liu, M Yang, Z Tian, H Dong, Y Lu… - Journal of Forensic …, 2022 - journals.lww.com
Postmortem imaging (PMI) technology known as virtual autopsy or virtopsy is regarded as a
useful method of noninvasive or minimally invasive autopsy in forensic practice. Postmortem …

Machine learning of gliomas in 3D dynamic contrast enhanced MRI: automatic segmentation and classification

JJ Jeong, Y Lei, Z Tian, H Mao, T Liu… - Artificial Intelligence in …, 2022 - iopscience.iop.org
In this chapter, we describe two machine learning applications that we have explored: our
more recent automatic brain tumor segmentation method as well as our automatic …

Epicardial Adipose Tissue Segmentation and Quantification Based on Transformer Model

J Qu, Y Chang, M He, R Zhou, C Li, M Yang… - Proceedings of the 2023 …, 2023 - dl.acm.org
Epicardial adipose tissue (EAT) is an emerging marker and potential therapeutic target of
cardiovascular diseases, and it is necessary to segment and quantify EAT. Clinical …