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智能成像:人工智能增强型核医学

Intelligent Imaging: Artificial Intelligence Augmented Nuclear Medicine.

作者信息

Currie Geoffrey M

机构信息

School of Dentistry and Health Sciences, Charles Sturt University, Wagga Wagga, Australia

出版信息

J Nucl Med Technol. 2019 Sep;47(3):217-222. doi: 10.2967/jnmt.119.232462. Epub 2019 Aug 10.

Abstract

Artificial intelligence (AI) in nuclear medicine and radiology represents a significant disruptive technology. Although there has been much debate about the impact of AI on the careers of radiologists, the opportunities in nuclear medicine enhance the capability of the physician and at the same time have an impact on the responsibilities of physicists and technologists. This transformative technology requires insight into the principles and opportunities for seamless assimilation into practice without the associated displacement of human resources. This article introduces the current clinical applications of machine learning and deep learning.

摘要

核医学与放射学中的人工智能是一项具有重大颠覆性的技术。尽管关于人工智能对放射科医生职业生涯的影响存在诸多争论,但核医学领域的机遇提升了医生的能力,同时也对物理学家和技术人员的职责产生了影响。这项变革性技术需要深入了解其原理和机遇,以便在不造成人力资源替代的情况下无缝融入实践。本文介绍了机器学习和深度学习的当前临床应用。

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