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Design and Implementation of a Fuzzy Intelligent System to Estimate the Photoplethysmogram Systolic Features by Persian Medicine Pulsology
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نویسنده
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dehghandar mohammad ,mirhosseini-alizamini mehdi ,alizadeh vaghasloo mahdi ,khosravi najafabadi asghar
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منبع
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health management and information science journal - 2023 - دوره : 10 - شماره : 4 - صفحه:226 -234
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چکیده
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Introduction: in persian medicine (pm), pulsology is one of the most important ways of knowing the internal states of the body and diagnosing diseases. on the other hand, the photoplethysmogram (ppg) signal provides significant information about the heart function for specialists. in this design, fuzzy systems have been used to correlate features from both ppg signal and pm pulsology. such a system may help pave the path towards a worldwide accepted paradigm of integrative medicine. methods: using the information of 64 individuals, a fuzzy system was designed by matlab software. first, the information related to age and pulse parameters including frequency, strength, speed, length, and width were acquired by a pm specialist via traditional pulse examination and considered as input variables. subsequently, their ppg curve was also recorded by a po80 beurer pulse oximeter. afterwards, variables of slope, height, and time of systolic upstroke curve at points of 25%, 50%, 75%, and 100% amplitude of ppg curve were calculated and considered as output variables. results: a system with 236 rules was designed and the error of this system was less than 0.05, which is considered an acceptable estimate. conclusion: this designed pilot system estimated the ppg systolic features using pm pulsology with an error of less than 0.05, which can be used to help improve the clinical skills of pm students and practitioners and can establish the relationship between pm and common medicine.
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کلیدواژه
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Pulse ,Persian medicine ,Fuzzy system ,Photoplethysmogram ,Pulsology
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آدرس
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payame noor university, department of mathematics, Iran, payame noor university, department of mathematics, Iran, tehran university of medical sciences, school of persian medicine, department of traditional medicine, Iran. universal scientific education and research network (usern), persian medicine network (pmn), Iran, payame noor university, department of mathematics, Iran
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Authors
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