Radiomics in radiology: What the radiologist needs to know about technical aspects and clinical impact.

IF 9.7 1区医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING

Radiologia Medica Pub Date : 2024-12-01 Epub Date: 2024-10-30 DOI:10.1007/s11547-024-01904-w

Riccardo Ferrari, Margherita Trinci, Alice Casinelli, Francesca Treballi, Edoardo Leone, Damiano Caruso, Michela Polici, Lorenzo Faggioni, Emanuele Neri, Michele Galluzzo

引用次数: 0

Abstract

Radiomics represents the science of extracting and analyzing a multitude of quantitative features from medical imaging, revealing the quantitative potential of radiologic images. This scientific review aims to provide radiologists with a comprehensive understanding of radiomics, emphasizing its principles, applications, challenges, limits, and prospects. The limitations of standardization in current scientific production are analyzed, along with possible solutions proposed by some of the referenced papers. As the continuous evolution of medical imaging is ongoing, radiologists must be aware of new perspectives to play a central role in patient management.

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放射学中的放射组学：放射科医生需要了解的技术问题和临床影响。

放射组学是一门从医学影像中提取和分析大量定量特征的科学，揭示了放射影像的定量潜力。这篇科学评论旨在让放射科医生全面了解放射组学，强调其原理、应用、挑战、局限和前景。文章分析了当前科学生产中标准化的局限性，以及一些参考文献提出的可能解决方案。随着医学影像的不断发展，放射科医生必须了解新的视角，才能在患者管理中发挥核心作用。

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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来源期刊

Radiologia Medica 医学-核医学

CiteScore

14.10

自引率

7.90%

发文量

133

审稿时长

4-8 weeks

期刊介绍： Felice Perussia founded La radiologia medica in 1914. It is a peer-reviewed journal and serves as the official journal of the Italian Society of Medical and Interventional Radiology (SIRM). The primary purpose of the journal is to disseminate information related to Radiology, especially advancements in diagnostic imaging and related disciplines. La radiologia medica welcomes original research on both fundamental and clinical aspects of modern radiology, with a particular focus on diagnostic and interventional imaging techniques. It also covers topics such as radiotherapy, nuclear medicine, radiobiology, health physics, and artificial intelligence in the context of clinical implications. The journal includes various types of contributions such as original articles, review articles, editorials, short reports, and letters to the editor. With an esteemed Editorial Board and a selection of insightful reports, the journal is an indispensable resource for radiologists and professionals in related fields. Ultimately, La radiologia medica aims to serve as a platform for international collaboration and knowledge sharing within the radiological community.