Template Chart Detection for Stoma Telediagnosis

IF 1.6 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS International Journal of Applied Mathematics and Computer Science Pub Date : 2022-03-01 DOI:10.34768/amcs-2022-0012
M. Szwoch, Rafał Zawiślak, Grzegorz Granosik, Joanna Mik-Wojtczak, M. Mik
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引用次数: 1

Abstract

Abstract The paper presents the concept of using color template charts for the needs of telemedicine, particularly telediagnosis of the stoma. Although the concept is not new, the current popularity and level of development of digital cameras, especially those embedded in smartphones, allow common and reliable remote advice on various medical problems, which can be very important in the case of limitations in a physical contact with a doctor. The article focuses on the initial stages of photo processing for the needs of telemedicine, i.e., on the assumptions and the process of designing the appropriate template and detecting it in photos for stoma telediagnosis. Research on the developed algorithms for the location of fiducial markers and reference color fields, carried out on the basis of over 2,000 photos, showed a very high tolerance to scene exposure, lighting conditions and the camera used. The obtained results allowed the initial image intensity normalization of the stoma area as well as correct localization and measurement of changes detected on the skin and the mucosa, which, in the opinion of doctors, significantly increased the diagnostic value of the photographs.
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模板图检测在气孔远程诊断中的应用
摘要:本文提出了使用彩色模板图的概念,以满足远程医疗的需要,特别是对造口的远程诊断。虽然这一概念并不新鲜,但目前数码相机的普及和发展水平,特别是嵌入智能手机的数码相机,可以就各种医疗问题提供常见和可靠的远程建议,这在与医生的身体接触受到限制的情况下非常重要。本文重点介绍了远程医疗需要的照片处理的初始阶段,即设计合适的模板并在照片中进行检测以进行远程诊断的假设和过程。在2000多张照片的基础上,对开发的基准标记和参考色场定位算法进行了研究,显示出对场景曝光、照明条件和使用的相机具有非常高的容忍度。获得的结果可以对造口区域进行初始的图像强度归一化,并对检测到的皮肤和粘膜的变化进行正确的定位和测量,医生认为这大大提高了照片的诊断价值。
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来源期刊
CiteScore
4.10
自引率
21.10%
发文量
0
审稿时长
4.2 months
期刊介绍: The International Journal of Applied Mathematics and Computer Science is a quarterly published in Poland since 1991 by the University of Zielona Góra in partnership with De Gruyter Poland (Sciendo) and Lubuskie Scientific Society, under the auspices of the Committee on Automatic Control and Robotics of the Polish Academy of Sciences. The journal strives to meet the demand for the presentation of interdisciplinary research in various fields related to control theory, applied mathematics, scientific computing and computer science. In particular, it publishes high quality original research results in the following areas: -modern control theory and practice- artificial intelligence methods and their applications- applied mathematics and mathematical optimisation techniques- mathematical methods in engineering, computer science, and biology.
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