Photoplethysmography Analysis with Duffing–Holmes Self-Synchronization Dynamic Errors and 1D CNN-Based Classifier for Upper Extremity Vascular Disease Screening - Chen, Pi-Yun; Sun, Zheng-Lin; Wu, Jian-Xing; Pai, Ching-Chou; Li, Chien-Ming; Lin, Chia-Hung; Pai, Neng-Sheng (Processes, 2021)
Keywords: Accuracy; Arteries; Arteriosclerosis; Artificial neural networks; Atherosclerosis; Blood; Blood flow; Chronic illnesses; Classification; Classifiers; Diabetes; Diabetes mellitus (non-insulin dependent); Disease; End-stage renal disease; Errors; Heart rate; Kidney diseases; Medical imaging; Medical screening; Morphology; Multilayers; Neural networks; Older people; Optimization algorithms; Patients; Risk levels; Severe acute respiratory syndrome; Signal processing; Stenosis; Synchronism; Synchronization; Time domain analysis; Time lag; Vascular diseases; Wrist