AI in medical imaging informatics: current challenges and future directions

AS Panayides, A Amini, ND Filipovic… - IEEE journal of …, 2020 - ieeexplore.ieee.org
This paper reviews state-of-the-art research solutions across the spectrum of medical
imaging informatics, discusses clinical translation, and provides future directions for …

Extraction of coronary atherosclerotic plaques from computed tomography imaging: a review of recent methods

H Liu, A Wingert, J Wang, J Zhang, X Wang… - Frontiers in …, 2021 - frontiersin.org
Background: Atherosclerotic plaques are the major cause of coronary artery disease (CAD).
Currently, computed tomography (CT) is the most commonly applied imaging technique in …

Relationship of endothelial shear stress with plaque features with coronary CT angiography and vasodilating capability with PET

GE Kalykakis, AS Antonopoulos, T Pitsargiotis… - Radiology, 2021 - pubs.rsna.org
Background Advances in three-dimensional reconstruction techniques and computational
fluid dynamics of coronary CT angiography (CCTA) data sets make feasible evaluation of …

3D reconstruction of coronary arteries and atherosclerotic plaques based on computed tomography angiography images

VI Kigka, G Rigas, A Sakellarios, P Siogkas… - … Signal Processing and …, 2018 - Elsevier
The purpose of this study is to present a new semi-automated methodology for three-
dimensional (3D) reconstruction of coronary arteries and their plaque morphology using …

[CITATION][C] Atherosclerotic Plaque Characterization Methods Based on Coronary Imaging

LS Athanasiou - 2017 - books.google.com
Atherosclerotic Plaque Characterization Methods Based on Coronary Imaging provides a
complete review of computer methods for atherosclerotic plaque reconstruction and …

Noninvasive CT-based hemodynamic assessment of coronary lesions derived from fast computational analysis: a comparison against fractional flow reserve

PK Siogkas, CD Anagnostopoulos, R Liga… - European …, 2019 - Springer
Objectives Application of computational fluid dynamics (CFD) to three-dimensional CTCA
datasets has been shown to provide accurate assessment of the hemodynamic significance …

A three-dimensional quantification of calcified and non-calcified plaques in coronary arteries based on computed tomography coronary angiography images …

VI Kigka, A Sakellarios, S Kyriakidis, G Rigas… - Computers in biology …, 2019 - Elsevier
The detection, quantification and characterization of coronary atherosclerotic plaques has a
major effect on the diagnosis and treatment of coronary artery disease (CAD). Different …

Analysis methods of coronary artery intravascular images: A review

C Huang, J Wang, Q **e, YD Zhang - Neurocomputing, 2022 - Elsevier
Coronary artery disease is among one of the diseases human suffer most. Intravascular
coronary arterial image analysis consists of denoising, segmentation, detection, and three …

Framework for detection and localization of coronary non-calcified plaques in cardiac CTA using mean radial profiles

MM Jawaid, A Riaz, R Rajani… - Computers in biology …, 2017 - Elsevier
Background and objective The high mortality rate associated with coronary heart disease
(CHD) has driven intensive research in cardiac imaging and image analysis. The advent of …

Computational cardiology

L Athanasiou, FR Nezami… - IEEE journal of …, 2018 - ieeexplore.ieee.org
Computational cardiology is the scientific field devoted to the development of methodologies
that enhance our mechanistic understanding, diagnosis and treatment of cardiovascular …