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Cardiovascular/Stroke Risk Assessment in Patients with Erectile Dysfunction-A Role of Carotid Wall Arterial Imaging and Plaque Tissue Characterization Using Artificial Intelligence Paradigm: A Narrative Review
Diagnostics (Basel). 2022 May 17;12(5):1249. doi: 10.3390/diagnostics12051249.ABSTRACTPURPOSE: The role of erectile dysfunction (ED) has recently shown an association with the risk of stroke and coronary heart disease (CHD) via the atherosclerotic pathway. Cardiovascular disease (CVD)/stroke risk has been widely understood with the help of carotid artery disease (CTAD), a surrogate biomarker for CHD. The proposed study emphasizes artificial intelligence-based frameworks such as machine learning (ML) and deep learning (DL) that can accurately predict the severity of CVD/stroke risk using carotid wall arterial imaging in ED ...
Source: Atherosclerosis - May 28, 2022 Category: Cardiology Authors: Narendra N Khanna Mahesh Maindarkar Ajit Saxena Puneet Ahluwalia Sudip Paul Saurabh K Srivastava Elisa Cuadrado-Godia Aditya Sharma Tomaz Omerzu Luca Saba Sophie Mavrogeni Monika Turk John R Laird George D Kitas Mostafa Fatemi Al Baha Barqawi Martin Miner Source Type: research

Rapid lipid-laden plaque identification in intravascular optical coherence tomography imaging based on time-series deep learning
ConclusionsThese encouraging results suggest that this method will allow for high throughput video-rate atherosclerotic plaque assessment through automated tissue characterization for in vivo imaging by providing faster screening to assist in guided decision making during percutaneous coronary interventions.PMID:36307914 | DOI:10.1117/1.JBO.27.10.106006
Source: Atherosclerosis - October 29, 2022 Category: Cardiology Authors: Jose J Rico-Jimenez Javier A Jo Source Type: research