Sprott chaos synchronisation classifier for diabetic foot peripheral vascular occlusive disease estimation
作者： J.-X. Wu , C.-H. Lin , Y.-C. Du , T. Chen
DOI: 10.1049/IET-SMT.2011.0002
关键词: Diabetic foot 、 Medicine 、 Vascular occlusive disease 、 Internal medicine 、 Claudication 、 Peripheral 、 Vascular disease 、 Photoplethysmogram 、 Blood volume 、 Classifier (UML) 、 Cardiology
摘要: This study proposes a method for lower limb peripheral vascular occlusive disease (PVOD) estimation using Sprott chaos synchronisation (CS) classifier. Early PVOD is important the patients to prevent ischaemic chest pain and disabling claudication. Photoplethysmography (PPG) non-invasive technique detect blood volume changes in arteries. The pulse transit time increases with severity, normalised amplitudes decrease disease. Synchronous PPG pulses gradually become asynchronous producers at right left sites. A CS detector based on system used track bilateral similarity or asymmetry of signals, construct various butterfly motion patterns. An adaptive classifier wolf pack search algorithm performs estimate grade PVOD, including normal condition, lower-grade higher-grade For 21 subjects, proposed demonstrates greater efficiency higher accuracy estimation.
sci-hub.se 参考文章(23)
Chia-Hung Lin, Yung-Fu Chen, Yi-Chun Du, Jian-Xing Wu, Tainsong Chen, Chaos Synchronization Detector Combining Radial Basis Network for Estimation of Lower Limb Peripheral Vascular Occlusive Disease Lecture Notes in Computer Science. pp. 126- 136 ,(2010) , 10.1007/978-3-642-13923-9_13
K. P. Yip, N. H. Holstein-Rathlou, D. J. Marsh, Chaos in blood flow control in genetic and renovascular hypertensive rats. American Journal of Physiology-renal Physiology. ,vol. 261, ,(1991) , 10.1152/AJPRENAL.1991.261.3.F400
Christian Loewe, Maria Schoder, Thomas Rand, Udo Hoffmann, Johannes Sailer, Thomas Kos, Johannes Lammer, Siegfried Thurnher, Peripheral vascular occlusive disease: evaluation with contrast-enhanced moving-bed MR angiography versus digital subtraction angiography in 106 patients. American Journal of Roentgenology. ,vol. 179, pp. 1013- 1021 ,(2002) , 10.2214/AJR.179.4.1791013
Jui-Sheng Lin, Jun-Juh Yan, Teh-Lu Liao, Robust control of chaos in Lorenz systems subject to mismatch uncertainties Chaos, Solitons & Fractals. ,vol. 27, pp. 501- 510 ,(2006) , 10.1016/J.CHAOS.2005.04.034
J R Jago, A Murray, Repeatability of peripheral pulse measurements on ears, fingers and toes using photoelectric plethysmography. Clinical Physics and Physiological Measurement. ,vol. 9, pp. 319- 329 ,(1988) , 10.1088/0143-0815/9/4/003
J. Allen, A. Murray, Variability of photoplethysmography peripheral pulse measurements at the ears, thumbs and toes IEE Proceedings: Science, Measurement and Technology, Special Issue on Advances in Medical Signal Processing.. ,vol. 147, pp. 403- 407 ,(2000) , 10.1049/IP-SMT:20000846
Youngzoon Yoon, Jung H. Cho, Gilwon Yoon, Non-constrained Blood Pressure Monitoring Using ECG and PPG for Personal Healthcare Journal of Medical Systems. ,vol. 33, pp. 261- 266 ,(2009) , 10.1007/S10916-008-9186-0
Elif Derya Übeyli, Dean Cvetkovic, Irena Cosic, AR Spectral Analysis Technique for Human PPG, ECG and EEG Signals Journal of Medical Systems. ,vol. 32, pp. 201- 206 ,(2008) , 10.1007/S10916-007-9123-7
Yi-Chun Du, Chia-Hung Lin, Adaptive Network-based Fuzzy Inference System for Assessment of Lower Limb Peripheral Vascular Occlusive Disease Journal of Medical Systems. ,vol. 36, pp. 301- 310 ,(2012) , 10.1007/S10916-010-9476-1
Hyeong Soo Chang, Converging Marriage in Honey-Bees Optimization and Application to Stochastic Dynamic Programming Journal of Global Optimization. ,vol. 35, pp. 423- 441 ,(2006) , 10.1007/S10898-005-5608-4