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Precision Imaging: more descriptive, predictive and integrative imaging

机译:精密成像:更具描述性,预测性和整合性的成像

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Medical image analysis has grown into a matured field challenged by progress made across all medical imaging technologies and more recent breakthroughs in biological imaging. The cross-fertilisation between medical image analysis, biomedical imaging physics and technology, and domain knowledge from medicine and biology has spurred a truly interdisciplinary effort that stretched outside the original boundaries of the disciplines that gave birth to this field and created stimulating and enriching synergies. Consideration on how the field has evolved and the experience of the work carried out over the last 15 years in our centre, has led us to envision a future emphasis of medical imaging in Precision Imaging. Precision Imaging is not a new discipline but rather a distinct emphasis in medical imaging borne at the cross-roads between, and unifying the efforts behind mechanistic and phenomenological model-based imaging. It captures three main directions in the effort to deal with the information deluge in imaging sciences, and thus achieve wisdom from data, information, and knowledge. Precision Imaging is finally characterised by being descriptive, predictive and integrative about the imaged object. This paper provides a brief and personal perspective on how the field has evolved, summarises and formalises our vision of Precision Imaging for Precision Medicine, and highlights some connections with past research and current trends in the field. (C) 2016 Elsevier B.V. All rights reserved.
机译:医学影像分析已经发展成为一个成熟的领域,它受到所有医学影像技术的进步以及生物影像领域最新突破的挑战。医学图像分析,生物医学成像物理学和技术与医学和生物学领域知识之间的交叉应用激发了真正的跨学科研究工作,这些工作超出了孕育该领域的学科的原始界限,并产生了刺激和丰富的协同作用。考虑到该领域的发展方式以及过去15年在我们中心进行的工作经验,使我们设想了未来医学成像在精密成像中的重要性。精密成像不是一门新学科,而是在医学成像领域的一个独特重点,它介于基于机械学和现象学模型的成像之间,并统一了基于成像的努力。它抓住了三个主要方向,以努力应对成像科学中的信息泛滥,从而从数据,信息和知识中获得智慧。最终,精确成像的特征是对成像对象具有描述性,预测性和综合性。本文提供了有关该领域如何发展的简要个人观点,总结并形式化了我们对精密医学的精确成像的愿景,并强调了与该领域过去的研究和当前趋势的联系。 (C)2016 Elsevier B.V.保留所有权利。

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