剂量组学在医学图像分析中的应用及其在临床中的应用前景

V. Solodkiy, Nikolay V. Nudnov, Mikhail E. Ivannikov, Elina S-A. Shakhvalieva, Vladimir M. Sotnikov, Aleksei Yu. Smyslov
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引用次数: 0

摘要

背景近年来,使用“剂量学”一词的文章数量有所增加,但没有关于这一主题的俄语文献综述。目标描述作为放射组学衍生物的剂量学的基本原理,并分析专门用于评估其在临床实践中应用的可能性的研究。材料和方法。使用检索查询dosiomics OR dosiomic在PubMed数据库中进行系统的文献检索,并使用检索查询дозиомика在电子图书馆数据库中进行检索。截至2023年4月,共发表了43篇外国文章和1篇俄罗斯文章。后果分析了43项关于在临床实践中使用剂量学的外国研究和一篇关于“剂量学”一词定义的俄罗斯文章。分析的论文根据主题分为三组,并创建了两个表格,描述了27项临床结果预测研究的结果。结论目前,剂量学是放射组学的一种新的和有前景的衍生物,用于癌症患者放射治疗相关医学图像的纹理分析。剂量学可以帮助开发一种更个性化的方法来规划放射治疗、预测正常组织的辐射损伤和诊断复发。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dosiomics in the analysis of medical images and prospects for its use in clinical practice
Background. In recent years, the number of articles using the term dosiomics has increased, but there are no literature reviews in Russian on this topic. Aim. To describe the basic principles of dosiomics as a derivative of radiomics and to analyse studies devoted to assessing the possibilities of its application in clinical practice. Materials and methods. A systematic literature search was performed in the PubMed database using the search query dosiomics OR dosiomic, and in the eLibrary database using the search query дозиомика. By April 2023, 43 foreign and 1 Russian articles had been published. Results. 43 foreign studies on the use of dosiomics in clinical practice and one Russian article with a definition of the term "dosiomics" were analysed. The analysed papers were divided into three groups according to their subject matter and two tables describing the results of 27 studies on the prediction of clinical outcomes were created. Conclusion. Currently, dosiomics is a new and promising derivative of radiomics used in the textural analysis of medical images associated with radiation treatment of cancer patients. Dosiomics can contribute to the development of a more personalised approach to the planning of radiotherapy, the prediction of radiation damage of normal tissues and the diagnosis of recurrence.
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来源期刊
CiteScore
1.30
自引率
0.00%
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44
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