Computer-aided intelligent diagnosis and education system for cardiac magnetic resonance imaging

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Computer-aided intelligent diagnosis and education system for cardiac magnetic resonance imaging

更新时间：2024-09-19

- Computer-aided intelligent diagnosis and education system for cardiac magnetic resonance imaging
- Vol. 20, Issue 8, Pages: 938-940(2021)
- 作者机构：
  
  1. 陆军军医大学第二附属医院医学工程科,重庆
  2. 重庆电子工程职业学院智慧健康学院
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2021，
- 稿件说明：
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Computer-aided intelligent diagnosis and education system for cardiac magnetic resonance imaging. [J]. 20(8):938-940(2021)
DOI：

Computer-aided intelligent diagnosis and education system for cardiac magnetic resonance imaging. [J]. 20(8):938-940(2021) DOI：

摘要

心脏核磁通过多参数、多平面序列成像可以对心脏的解剖结构、运动功能和组织特征改变等实现全方位观察，从而成为诊断心肌病的金标准。但是，心脏核磁成像序列多、融合难，能够诊断心脏核磁的高水平影像科医生匮乏。为实现心脏核磁影像诊断的个性化教学以及交互式指导，本文针对心脏核磁影像设计了适用于心脏核磁影像教学的智能辅助诊断与教育平台。本平台利用人工智能技术既可以对影像进行预处理辅助诊断，也能智能定位学员知识盲点进行强化学习训练，从而提高心脏影像诊断的教学效果

Abstract

Cardiac magnetic resonance imaging (CMRI) can comprehensively observe the anatomical structure

motion function and tissue characteristics of the heart through multi-parameter and multi-plane sequence imaging

which has become the gold standard for the diagnosis of cardiomyopathy. However

there is a serious shortage of high-level imaging doctors who can diagnose CMRI due to the numerous sequences and difficult fusion of CMRI. To realize the personalized teaching and interactive education

we have designed a platform that could use artificial intelligence to pre-process medical images for clinical diagnosis

and localize the week points of knowledge

thus improving the teaching effect of cardiac imaging diagnosis.

关键词

智能教育平台　辅助诊断教学　心脏核磁诊断

Keywords

Intelligent education platform　Computer-aided diagnosis and education　Cardiac magnetic resonance imaging diagnosis

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