Reconstruction of central aortic pressure based on TCN-attention model

IntroductionAmong the causes of cardiovascular diseases, abnormal blood pressure is especially significant. Blood pressure is a crucial hemodynamic biomarker of the cardiovascular health. Central aortic blood pressure correlates more closely with cardiovascular disease than peripheral arterial blood...

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Bibliographic Details

Published in:	Frontiers in Physiology
Main Authors:	Wenyan Liu, Yajie Cao, Yali Fu, Shuo Du, Chuanchao Wu, Ye Tian, Liyuan Zhang, Yi Liu, Lisheng Xu, Zhiguo Gui
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-10-01
Subjects:	deep learning central aortic pressure radial arterial pressure temporalconvolution network attention mechanism
Online Access:	https://www.frontiersin.org/articles/10.3389/fphys.2025.1693431/full