Diagnosis of Coronary Heart Disease Through Deep Learning-Based Segmentation and Localization in Computed Tomography Angiography

Diagnosis of Coronary Heart Disease Through Deep Learning-Based Segmentation and Localization in Computed Tomography Angiography

Coronary heart disease (CHD), a leading cause of global mortality, requires precise and early diagnosis for effective intervention. Coronary computed tomography angiography (CCTA) has emerged as a non-invasive modality for detailed coronary artery visualization; however, automatic and accurate segme...

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Bibliographic Details
Main Authors: Bo Zhao, Jianjun Peng, Ce Chen, Yongyan Fan, Kai Zhang, Yang Zhang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks
vision transformer
cardiovascular segmentation
deep learning
Online Access:https://ieeexplore.ieee.org/document/10838557/
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