Advancements in Optical Glucose Sensing for Diabetes Diagnostics and Monitoring

IF 1 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
Sobia Wassan, Rana Muhammad Amir Latif,  Liudajun, Han Ying, Muhammad Farhan, Wasif Akbar
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Abstract

Diabetes presents a major global health challenge, with an increasing prevalence worldwide. Early detection and continuous glucose monitoring are pivotal to effective diabetes management. Optical glucose sensing is a promising noninvasive alternative to traditional methods, such as finger-prick blood glucose tests. This study explores the cutting-edge techniques employed in optical glucose sensing, such as Fluorescence, Raman spectroscopy, and near-infrared spectroscopy. Recent advancements in nanotechnology, photonic materials, and machine learning algorithms are discussed, focusing on overcoming current limitations. The integration of these technologies is propelling the development of highly sensitive, accurate, and real-time glucose monitoring systems. Despite challenges such as calibration complexities, biological interference, and limited tissue penetration, ongoing research and innovative solutions such as adaptive AI-driven calibration, multi-layer sensing, and improved light source technologies are addressing these limitations. Optical glucose sensing promises to transform diabetes management by enabling continuous, personalized, and proactive care.in this article, we highlight the potential of optical glucose sensing in revolutionizing diabetes care and its role in future personalized medicine.

光学葡萄糖传感在糖尿病诊断和监测中的研究进展
糖尿病是一项重大的全球健康挑战,全球患病率不断上升。早期发现和持续血糖监测是有效管理糖尿病的关键。光学葡萄糖传感是一种有前途的无创替代传统方法,如手指刺血血糖测试。本研究探讨了用于葡萄糖光学传感的前沿技术,如荧光、拉曼光谱和近红外光谱。讨论了纳米技术、光子材料和机器学习算法的最新进展,重点是克服当前的局限性。这些技术的整合推动了高灵敏度、精确和实时血糖监测系统的发展。尽管存在校准复杂性、生物干扰和有限的组织穿透等挑战,但正在进行的研究和创新解决方案(如自适应人工智能驱动的校准、多层传感和改进的光源技术)正在解决这些限制。光学葡萄糖传感有望通过实现持续、个性化和主动的护理来改变糖尿病的管理。在这篇文章中,我们强调了光学葡萄糖传感在革命性糖尿病护理中的潜力及其在未来个性化医疗中的作用。
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来源期刊
Microwave and Optical Technology Letters
Microwave and Optical Technology Letters 工程技术-工程:电子与电气
CiteScore
3.40
自引率
20.00%
发文量
371
审稿时长
4.3 months
期刊介绍: Microwave and Optical Technology Letters provides quick publication (3 to 6 month turnaround) of the most recent findings and achievements in high frequency technology, from RF to optical spectrum. The journal publishes original short papers and letters on theoretical, applied, and system results in the following areas. - RF, Microwave, and Millimeter Waves - Antennas and Propagation - Submillimeter-Wave and Infrared Technology - Optical Engineering All papers are subject to peer review before publication
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