医学图像处理的挑战概述

Proceedings of the 6th International Conference on Future Networks & Distributed Systems Pub Date : 2022-12-15 DOI:10.1145/3584202.3584278

A. O. A. Deheyab, M. H. Alwan, Islam khalid Abdul Rezzaqe, O. A. Mahmood, Y. Hammadi, A. N. Kareem, Maha Ibrahim

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引用次数: 0

摘要

计算机和各种成像技术有效地增强了医学成像的诊断程序，其中各种医学图像增强了对不同健康问题的早期诊断，表征和区分，从而实现高效的医疗保健服务和治疗。数字图像处理和医学图像分析可以为医学诊断提供必要的工具，用于自动检测、提取重要信息和准确测量可见异常。然而，与医学图像相关的挑战以及在图像处理的各个阶段出现的挑战很多。本文概述了与医学图像和医学图像处理相关的不同挑战。识别和介绍最突出和最重要的挑战，不是为了阻止对图像处理领域感兴趣的研究人员，而是为了填补对这些挑战进行全面概述的空白。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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AN OVERVIEW OF CHALLENGES IN MEDICAL IMAGE PROCESSING

Computers and various imaging technologies effectively enhanced the diagnostic procedures of medical imaging, where various medical images enhance the early diagnosis, characterizing and discriminating of different health problems, which lead to efficient healthcare services and treatments. Digital image processing and medical images analysis can significantly support medical diagnosis by providing the necessary tools for automatic detection, extracting significant information and accurate measurement of visible abnormalities. However, there are many challenges related to medical images as well as challenges that arise during the various stages of image processing. This paper provides an overview of different challenges related to medical images and medical image processing. The most prominent and significant challenges are identified and introduced not to discourage the interested researchers in this field of image processing, but to fill the gap of missing a comprehensive overview on these challenges.

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Proceedings of the 6th International Conference on Future Networks & Distributed Systems

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