Photoplethysmography Analysis with Duffing–Holmes Self-Synchronization Dynamic Errors and 1D CNN-Based Classifier for Upper Extremity Vascular Disease Screening

Photoplethysmography Analysis with Duffing–Holmes Self-Synchronization Dynamic Errors and 1D CNN-Based Classifier for Upper Extremity Vascular Disease Screening

Common upper limb peripheral artery diseases (PADs) are atherosclerosis, embolic diseases, and systemic diseases, which are often asymptomatic, and the narrowed arteries (stenosis) will gradually reduce blood flow in the right or left upper limbs. Upper extremity vascular disease (UEVD) and atherosc...

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Bibliographic Details
Main Authors: Pi-Yun Chen, Zheng-Lin Sun, Jian-Xing Wu, Ching-Chou Pai, Chien-Ming Li, Chia-Hung Lin, Neng-Sheng Pai
Format: article
Language:EN
Published: MDPI AG 2021
Subjects:
upper extremity vascular diseases
wrist-based photoplethysmography
Duffing–Holmes system
1D convolutional neural network
Chemical technology
TP1-1185
Chemistry
QD1-999
Online Access:https://doaj.org/article/a55913184e4a42f3a3be6387c7aa0574
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https://doaj.org/article/a55913184e4a42f3a3be6387c7aa0574

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