Artificial intelligence in medical imaging: a radiomic guide to precision phenotyping of cardiovascular disease
EK Oikonomou, M Siddique… - Cardiovascular …, 2020 - academic.oup.com
Rapid technological advances in non-invasive imaging, coupled with the availability of large
data sets and the expansion of computational models and power, have revolutionized the …
data sets and the expansion of computational models and power, have revolutionized the …
Deep learning analysis in coronary computed tomographic angiography imaging for the assessment of patients with coronary artery stenosis
Abstract Background and Objective Recently, deep convolutional neural network has
significantly improved image classification and image segmentation. If coronary artery …
significantly improved image classification and image segmentation. If coronary artery …
[HTML][HTML] Artificial intelligence and imaging: opportunities in cardio-oncology
Cardiovascular disease is a leading cause of death in cancer survivors. It is critical to apply
new predictive and early diagnostic methods in this population, as this can potentially inform …
new predictive and early diagnostic methods in this population, as this can potentially inform …
A domain enriched deep learning approach to classify atherosclerosis using intravascular ultrasound imaging
Intravascular ultrasound (IVUS) imaging is widely used for diagnostic imaging in
interventional cardiology. The detection and quantification of atherosclerosis from acquired …
interventional cardiology. The detection and quantification of atherosclerosis from acquired …
The power and limitations of machine learning and artificial intelligence in cardiac CT
A Varga-Szemes, BE Jacobs… - Journal of …, 2018 - journalofcardiovascularct.com
Artificial intelligence and machine learning are no longer a science fiction image of the
future. In recent years, machine learning has seen increased use in most sciences to solve …
future. In recent years, machine learning has seen increased use in most sciences to solve …
Impact of artificial intelligence on interventional cardiology: from decision-making aid to advanced interventional procedure assistance
Access to big data analyzed by supercomputers using advanced mathematical algorithms
(ie, deep machine learning) has allowed for enhancement of cognitive output (ie, visual …
(ie, deep machine learning) has allowed for enhancement of cognitive output (ie, visual …
Image-based cardiac diagnosis with machine learning: a review
Cardiac imaging plays an important role in the diagnosis of cardiovascular disease (CVD).
Until now, its role has been limited to visual and quantitative assessment of cardiac structure …
Until now, its role has been limited to visual and quantitative assessment of cardiac structure …
Revolutionizing Cardiology through Artificial Intelligence—Big Data from Proactive Prevention to Precise Diagnostics and Cutting-Edge Treatment—A Comprehensive …
E Stamate, AI Piraianu, OR Ciobotaru, R Crassas… - Diagnostics, 2024 - mdpi.com
Background: Artificial intelligence (AI) can radically change almost every aspect of the
human experience. In the medical field, there are numerous applications of AI and …
human experience. In the medical field, there are numerous applications of AI and …
Artificial Intelligence-Based Prediction of Cardiovascular Diseases from Chest Radiography
Chest radiography (CXR) is the most frequently performed radiological test worldwide
because of its wide availability, non-invasive nature, and low cost. The ability of CXR to …
because of its wide availability, non-invasive nature, and low cost. The ability of CXR to …
Real-world approach to comprehensive artificial intelligence-aided CT evaluation of coronary artery disease in 530 patients: A retrospective study
H Gupta, B Spanopoulous, E Lubat, G Krinsky… - Heliyon, 2023 - cell.com
Purpose Recent guidelines provide broader support for the use of less invasive imaging
modalities for the evaluation of patients with stable chest pain. Coronary CT angiography …
modalities for the evaluation of patients with stable chest pain. Coronary CT angiography …