Automatic System for Identifying Cholesterol

Biswas, Mohua; Tathe, Pragtee; Unhale, Geeta; Datta, Papiya Biswas

doi:10.1007/978-3-030-69921-5_13

Cited by 1 publication

(2 citation statements)

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“…In reference 31, an iris recognition system was proposed for diabetes. There are also studies on the outer part of the iris using sodium ring detection [32][33][34][35][36][37][38][39][40] to determine signs of high cholesterol and that are designed to determine the width of the sodium ring. [41][42][43] In this study, unlike studies in the literature, the relationship between the sodium ring formed around the iris and the cholesterol levels was investigated.…”

Section: Introductionmentioning

confidence: 99%

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An alternative approach for determining the cholesterol level: Iris analysis

Özbilgin

Kurnaz

2021

Int J Imaging Syst Tech

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In this study, the relationship between individuals' cholesterol levels and the width of the sodium ring was investigated. Firstly, iris images were taken of 100 individuals with total cholesterol levels of 200 mg/dL and above. The average grey scale value (AGSV) for each iris image with a sodium ring was calculated. Secondly, the relationship between the AGSV and cholesterol levels was investigated. Finally, a new mathematical model was proposed that described the relationship between AGSV and total cholesterol with ~89% accuracy. The relationship between AGSV and high-density lipoprotein (HDL), low-density lipoprotein (LDL), and triglyceride levels was calculated with an accuracy of 80.5%, 85.1%, and 79.9%, respectively. In addition, AGSV was determined with 90% accuracy using total cholesterol, HDL, LDL, and triglycerides using multiple linear regression. Although multiple linear regression gives better AGSV, the results have shown that multilayer perceptron (MLP) mapping method gives better accuracy up to 6.62%.

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Section: Introductionmentioning

confidence: 99%

“…In reference 31, an iris recognition system was proposed for diabetes. There are also studies on the outer part of the iris using sodium ring detection 32–40 to determine signs of high cholesterol and that are designed to determine the width of the sodium ring 41–43 …”

Section: Introductionmentioning

confidence: 99%

An alternative approach for determining the cholesterol level: Iris analysis

Özbilgin

Kurnaz

2021

Int J Imaging Syst Tech

View full text Add to dashboard Cite

show abstract

Automatic System for Identifying Cholesterol

Cited by 1 publication

References 2 publications

An alternative approach for determining the cholesterol level: Iris analysis

An alternative approach for determining the cholesterol level: Iris analysis

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