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人工智能在心脏影像分析中的不断演变的角色。

The Evolving Role of Artificial Intelligence in Cardiac Image Analysis.

机构信息

Departments of Medicine (Cardiology and Nuclear Medicine) and Radiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada.

Departments of Medicine (Cardiology and Nuclear Medicine) and Radiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada; Department of Medicine (Cardiology), Montréal Heart Institute, Montréal, Québec, Canada.

出版信息

Can J Cardiol. 2022 Feb;38(2):214-224. doi: 10.1016/j.cjca.2021.09.030. Epub 2021 Oct 4.

Abstract

Research in artificial intelligence (AI) has progressed over the past decade. The field of cardiac imaging has seen significant developments using newly developed deep learning methods for automated image analysis and AI tools for disease detection and prognostication. This review is aimed at those without special background in AI. We review AI concepts and survey the growing contemporary applications of AI for image analysis in echocardiography, nuclear cardiology, cardiac computed tomography, cardiac magnetic resonance, and invasive angiography.

摘要

人工智能(AI)研究在过去十年中取得了进展。心脏成像领域使用新开发的深度学习方法进行自动图像分析和 AI 工具进行疾病检测和预后评估,取得了重大进展。本文面向对 AI 没有特殊背景知识的读者。我们回顾了 AI 概念,并调查了 AI 在超声心动图、核医学、心脏计算机断层扫描、心脏磁共振和有创血管造影中的图像分析方面日益增多的当代应用。

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