2021· Journal of Science & Technology· 0 citations· 31 references
Abstract
The glucose concentration in the range from 111-330 mg/dl represents a diabetic patient. it causes physical impairment of vital organs. presently, non-invasive blood glucose monitoring device that uses the blood dielectric and impedance properties is becoming popular for diabetes detection. a realistic reusable low-cost non-invasive glucose meter is developed using wi-fi module. it measures glucose level based on the permittivity changes in human blood with sub-carriers. each sub-carrier is spaced with 312.5 khz bandwidth, generating 64 amplitudes and phases is used for channel estimation. a hampel filter is used to suppress abrupt amplitude variations occurring due to the environment effects. the system is trained using ml.net fast forest quantile regression method. the accuracy obtained is around 90%.
A non-invasive infrared-based methodology for glucose estimation, focusing on the spectral response characteristics of glucose in biological tissue, is investigated, focusing on the spectral response characteristics of glucose in biological tissue.
Vinay Manurkar, Prashant P. Bansod· Applied Sciences· 0 citations
A dual-wavelength transillumination measurement system using 660- and 940-nm light and evaluates multiple regression models for noninvasive blood glucose estimation met the <100-mg/dL threshold and approached the $\geq 100$ -mg/dL threshold.
T. Huynh, Hai Ninh Nguyen Thi, Duc Minh Nguyen et al.· IEEE Transactions on Instrum...· 0 citations
Diabetes has become one of the critical health problems globally, with rapidly rising prevalence in developing regions. Nevertheless, many people are still dependent on the finger-pricking method to check blood glucose level. This conventional method is painful and inconvenient for daily use, especially for children an...
Mandakini Sapkota, Jayanti Thakur, Monika Karki et al.· Journal of Electronics and I...· 0 citations
Diabetes is a major worldwide health concern, which emphasizes the critical need for precise and continuous glucose monitoring devices. This paper introduces a novel, non-invasive method for continuous blood glucose monitoring using on-chip multi-arm sensors designed as earbuds by using UMC 0.18 μm technology. The prop...
D. Elsheakh, Ratshih Sayed, H. H. Draz et al.· Biosensors· 0 citations
Continuous Glucose Monitoring (CGM) changed diabetes care by replacing isolated fingerstick readings with continuous interstitial glucose tracking. Today, improvements in sensor accuracy, enzyme technology, and predictive analytics are taking CGM well past traditional glycemic management. This review highlights how con...
Mahmud Hasan· Journal of Association of Cl...· 0 citations
Hypertension and cardiovascular diseases (CVDs) are the major causes of death, hospital admissions, and disability in the middle-aged, and regular blood pressure (BP) measurement is one of the simplest and most effective public health interventions available. Yet we know that noninvasive BP (NIBP) devices, ostensibly c...
Branko G. Celler, Raisa Rudino, A. Argha· IEEE Transactions on Instrum...· 0 citations
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