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大数据时代诊断成像面临的挑战

The Challenges of Diagnostic Imaging in the Era of Big Data.

作者信息

Aiello Marco, Cavaliere Carlo, D'Albore Antonio, Salvatore Marco

机构信息

IRCCS SDN, Via Gianturco 113, Napoli 80143, Italy.

Biocheckup SRL, Napoli 80121, Italy.

出版信息

J Clin Med. 2019 Mar 6;8(3):316. doi: 10.3390/jcm8030316.

Abstract

The diagnostic imaging field has undergone considerable growth both in terms of technological development and market expansion; with the following increasing production of a considerable amount of data that potentially fully poses diagnostic imaging in the Big data in the context of healthcare. Nevertheless, the mere production of a large amount of data does not automatically permit the real exploitation of their intrinsic value. Therefore, it is necessary to develop digital platforms and applications that favor the correct and advantageous management of diagnostic images such as Big data. This work aims to frame the role of diagnostic imaging in this new scenario, emphasizing the open challenges in exploiting such intense data generation for decision making with Big data analytics.

摘要

诊断成像领域在技术发展和市场扩张方面都经历了显著增长;随之而来的是产生了大量数据,这在医疗保健背景下可能使诊断成像完全处于大数据范畴。然而,仅仅产生大量数据并不能自动实现对其内在价值的实际利用。因此,有必要开发数字平台和应用程序,以利于对诸如大数据之类的诊断图像进行正确且有益的管理。这项工作旨在界定诊断成像在这一新场景中的作用,强调在利用如此大量的数据生成通过大数据分析进行决策方面所面临的开放性挑战。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90e7/6463157/defbba613f28/jcm-08-00316-g001.jpg

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