红外热像图诊断干眼症的研究进展

J. Persiya., A. Sasithradevi, S. Roomi
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引用次数: 0

摘要

红外热成像是一种非侵入式、非接触式的温度测量技术,可以提供实时的表面温度分布。眼表温度(OST)可以使用热像仪测量而不伤害受试者。它用于各种各样的应用,特别是在医疗应用中。近年来,人眼红外热像被用于人眼疾病和特征的诊断和检测。本文综述了目前用于诊断干眼症的方法。主要的焦点是热成像。热成像技术是一种灵敏、准确、令人满意的眼病检测方法。讨论了各种机器学习和深度学习算法。最后得出结论:深度学习与热成像相结合更容易用于干眼症的检测。
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Infrared Thermograms for Diagnosis of Dry Eye: A Review
A non-intrusive, contactless temperature measurement technique that provides real-time surface temperature distribution is infrared thermography. Ocular Surface Temperature (OST) can be measured using thermography without harming the subjects. It is used in wide variety of applications, especially in medical applications. Recently Infrared thermal images of eye are used to diagnose and detect many diseases and features of human eye. This paper examines the methods currently in use for diagnosing dry eye. The main focus is on thermal images. Thermographic technique is proved to be a highly sensitive, satisfying method and accurate for detecting eye disorders. Various machine learning and Deep learning algorithms are discussed. Finally, it is concluded as deep learning combined with thermography is more likely to be used to detect dry eye disease.
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