Preliminary Evaluation of a Needle-Free Sensor-Based Device for Blood Glucose Measurement in Patients with Type 2 Diabetes Mellitus
(1) [Scopus-ID: 57203985276], Poltekkes Kemenkes Semarang
(2) Poltekkes Kemenkes Semarang
(3) Poltekkes Kemenkes Semarang
(4) Poltekkes Kemenkes Semarang
(5) Sekolah Tinggi Ilmu Kesehatan Widya Dharma Husada Tangerang
(*) Corresponding Author
Abstract
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References
International Diabetes Federation. IDF diabetes atlas (10th ed.). IDF; 2023.
World Health Organization. Global report on diabetes. WHO 2023.
Zheng Y, Ley SH, Hu FB. Global aetiology and epidemiology of type 2 diabetes mellitus and its complications. Nat Rev Endocrinol 2018;14:88–98.
Summary of revisions: Standards of Care in Diabetes—2024. Diabetes Care 2024;47:S5–10.
Sacks DB, Arnold M, Bakris GL, Bruns DE, Horvath AR, Lernmark Å, et al. Guidelines and recommendations for laboratory analysis in the diagnosis and management of diabetes mellitus. Clin Chem 2023;69:808–68.
Ghosh M, Bora V. A Comparative Review on Non-Invasive Blood Glucose Monitoring Using Saliva. 2025 12th Int. Conf. Emerg. Trends Eng. Technol. Inf. Process., IEEE; 2025, p. 1–7.
Heikenfeld J, Jajack A, Rogers J, Gutruf P, Tian L, Pan T, et al. Wearable sensors: modalities, challenges, and prospects. Lab Chip 2018;18:217–48.
Alsultani AB, Kovács K, Chase JG, Benyo B. Advances in invasive and non-invasive glucose monitoring: A review of microwave-based sensors. Sensors and Actuators Reports 2025:100332.
Villena Gonzales W, Mobashsher AT, Abbosh A. The progress of glucose monitoring—A review of invasive to minimally and non-invasive techniques, devices and sensors. Sensors 2019;19:800.
Tonyushkina K, Nichols JH. Glucose meters: a review of technical challenges to obtaining accurate results. J Diabetes Sci Technol 2009;3:971–80.
Valero M, Pola P, Falaiye O, Ingram KH, Zhao L, Shahriar H, et al. Development of a Noninvasive Blood Glucose Monitoring System Prototype: Pilot Study. JMIR Form Res 2022;6:e38664. https://doi.org/10.2196/38664.
Sugiyono. Metode Penelitian Kunatitatif Kualitatif dan R&D. Alfabeta, Bandung. 2018.
Dahlan MS. Statistik untuk kedokteran dan kesehatan. Penerbit Salemba; 2011.
Liu Y, Zhang J, Chun X, Gao Y, Yao R, Liang Y, et al. Performance of Continuous Glucose Monitoring in Patients With Acute Respiratory Failure: A Prospective, Single-Center Observational Study. Endocr Pract 2024;30:795–801.
Freckmann G, Mende J, Pleus S, Waldenmaier D, Baumstark A, Jendrike N, et al. Mean Absolute Relative Difference of Blood Glucose Monitoring Systems and Relationship to ISO 15197. J Diabetes Sci Technol 2022;16:1089–95. https://doi.org/10.1177/19322968211001402.
CIOMS. International ethical guidelines for health-related research involving humans. Counc Int Organ Med Sci 2021.
Tang L, Chang SJ, Chen C-J, Liu J-T. Non-Invasive Blood Glucose Monitoring Technology: A Review. Sensors 2020;20:6925. https://doi.org/10.3390/s20236925.
Safarkhani M, Aldhaher A, Heidari G, Zare EN, Warkiani ME, Akhavan O, et al. Nanomaterial-assisted wearable glucose biosensors for noninvasive real-time monitoring: Pioneering point-of-care and beyond. Nano Mater Sci 2024;6:263–83.
Bland JM, Altman DG. Measuring agreement in method comparison studies. Stat Methods Med Res 1999;8:135–60.
Field A. Discovering statistics using IBM SPSS statistics. Sage publications limited; 2024.
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DOI: https://doi.org/10.26714/mki.9.2.2026.159-169
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