Deep Learning Paradigm and Its Bias for Coronary Artery Wall Segmentation in Intravascular Ultrasound Scans: A Closer Look

Deep Learning Paradigm and Its Bias for Coronary Artery Wall Segmentation in Intravascular Ultrasound Scans: A Closer Look

Background and Motivation: Coronary artery disease (CAD) has the highest mortality rate; therefore, its diagnosis is vital. Intravascular ultrasound (IVUS) is a high-resolution imaging solution that can image coronary arteries, but the diagnosis software via wall segmentation and quantification has...

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Bibliographic Details
Main Authors: Vandana Kumari, Naresh Kumar, Sampath Kumar K, Ashish Kumar, Sanagala S. Skandha, Sanjay Saxena, Narendra N. Khanna, John R. Laird, Narpinder Singh, Mostafa M. Fouda, Luca Saba, Rajesh Singh, Jasjit S. Suri
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Journal of Cardiovascular Development and Disease
Subjects:
coronary artery disease
intravascular ultrasound
deep learning
UNet
wall segmentation
AI bias
Online Access:https://www.mdpi.com/2308-3425/10/12/485

Internet

https://www.mdpi.com/2308-3425/10/12/485

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