Topical Review: Studies of Ocular Function and Disease Using Hyperspectral Imaging

高光谱成像 计算机科学 验光服务 医学 人工智能 眼科
作者
James Beach,Madeeha Rizvi,Caitlin B. Lichtenfels,Robert Vince,Swati S. More
出处
期刊:Optometry and Vision Science [Lippincott Williams & Wilkins]
卷期号:99 (2): 101-113 被引量:6
标识
DOI:10.1097/opx.0000000000001853
摘要

SIGNIFICANCE Advances in imaging technology over the last two decades have produced significant innovations in medical imaging. Hyperspectral imaging (HSI) is one of these innovations, enabling powerful new imaging tools for clinical use and greater understanding of tissue optical properties and mechanisms underlying eye disease. Hyperspectral imaging is an important and rapidly growing area in medical imaging, making possible the concurrent collection of spectroscopic and spatial information that is usually obtained from separate optical recordings. In this review, we describe several mainstream techniques used in HSI, along with noteworthy advances in optical technology that enabled modern HSI techniques. Presented also are recent applications of HSI for basic and applied eye research, which include a novel method for assessing dry eye syndrome, clinical slit-lamp examination of corneal injury, measurement of blood oxygen saturation in retinal disease, molecular changes in macular degeneration, and detection of early stages of Alzheimer disease. The review also highlights work resulting from integration of HSI with other imaging tools such as optical coherence tomography and autofluorescence microscopy and discusses the adaptation of HSI for clinical work where eye motion is present. Here, we present the background and main findings from each of these reports along with specific references for additional details.
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