Current state and future perspectives of artificial intelligence for automated coronary angiography imaging analysis in patients with ischemic heart disease
MA Molenaar, JL Selder, J Nicolas, BE Claessen… - Current cardiology …, 2022 - Springer
Abstract Purpose of Review Artificial intelligence (AI) applications in (interventional)
cardiology continue to emerge. This review summarizes the current state and future …
cardiology continue to emerge. This review summarizes the current state and future …
Artificial intelligence in coronary computed tomography angiography: from anatomy to prognosis
G Muscogiuri, M Van Assen, C Tesche… - BioMed research …, 2020 - Wiley Online Library
Cardiac computed tomography angiography (CCTA) is widely used as a diagnostic tool for
evaluation of coronary artery disease (CAD). Despite the excellent capability to rule‐out …
evaluation of coronary artery disease (CAD). Despite the excellent capability to rule‐out …
Artificial intelligence in intracoronary imaging
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 (AI) applied to intracoronary imaging technologies. Recent Findings …
[HTML][HTML] Artificial intelligence-based quantitative coronary angiography of major vessels using deep-learning
Background Quantitative coronary angiography (QCA) offers objective and reproducible
measures of coronary lesions. However, significant inter-and intra-observer variability and …
measures of coronary lesions. However, significant inter-and intra-observer variability and …
Deep learning-based prediction of future myocardial infarction using invasive coronary angiography: a feasibility study
Background Angiographic parameters can facilitate the risk stratification of coronary lesions
but remain insufficient in the prediction of future myocardial infarction (MI). AIMS We …
but remain insufficient in the prediction of future myocardial infarction (MI). AIMS We …
[HTML][HTML] Cardiovascular imaging and intervention through the lens of artificial intelligence
K Seetharam, S Shrestha… - Interventional Cardiology …, 2021 - ncbi.nlm.nih.gov
Artificial Intelligence (AI) is the simulation of human intelligence in machines so they can
perform various actions and execute decision-making. Machine learning (ML), a branch of …
perform various actions and execute decision-making. Machine learning (ML), a branch of …
Artificial Intelligence in Cardiovascular Imaging: JACC State-of-the-Art Review
Data science is likely to lead to major changes in cardiovascular imaging. Problems with
timing, efficiency, and missed diagnoses occur at all stages of the imaging chain. The …
timing, efficiency, and missed diagnoses occur at all stages of the imaging chain. The …
[HTML][HTML] The effect of scan and patient parameters on the diagnostic performance of AI for detecting coronary stenosis on coronary CT angiography
RA Jonas, E Barkovich, AD Choi, WF Griffin, J Riess… - Clinical imaging, 2022 - Elsevier
Objectives To determine whether coronary computed tomography angiography (CCTA)
scanning, scan preparation, contrast, and patient based parameters influence the diagnostic …
scanning, scan preparation, contrast, and patient based parameters influence the diagnostic …
Artificial intelligence: improving the efficiency of cardiovascular imaging
Introduction Artificial intelligence (AI) describes the use of computational techniques to
mimic human intelligence. In healthcare, this typically involves large medical datasets being …
mimic human intelligence. In healthcare, this typically involves large medical datasets being …
Artificial intelligence in coronary computed tomography angiography: Demands and solutions from a clinical perspective
Coronary computed tomography angiography (CCTA) is increasingly the cornerstone in the
management of patients with chronic coronary syndromes. This fact is reflected by current …
management of patients with chronic coronary syndromes. This fact is reflected by current …
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