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Results for “"Tanvir Tazul Islam"”

2 results

Blood Glucose Level Regression for Smartphone PPG Signals Using Machine Learning

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Tanvir Tazul Islam, M. Ahmed, Md Hassanuzzaman, Syed Athar Bin Amir et al.

Journal: Applied SciencesYear: 2021Citations: 65

Diabetes is a chronic illness that affects millions of people worldwide and requires regular monitoring of a patient’s blood glucose level. Currently, blood glucose is monitored by a minimally invasive process where a small droplet of blood is extracted and passed to a glucometer—however, this proce...

Physical SciencesEngineeringBiomedical EngineeringOpen Access
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A Quantitative Analysis of Glucose from Enhanced NIR Spectra through Linear Regression Model Coupled with Optimized Bandpass Filtering

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Mahbubur Rahman Mishal, Tanvir Tazul Islam, Shahadat Hossain Antor, Tanzilur Rahman

Year: 2018Citations: 1

This study proposes a new preprocessing technique that combines Chebyshev filtering with baseline correction technique Asymmetric Least Squares (ALS) and Savitzky-Golay transformation (SGT) to improve the prediction of Glucose from near Infrared (NIR) spectra through linear regression models Partial...

Life SciencesBiochemistry, Genetics and Molecular BiologyBiophysicsOpen Access
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