首页|应用技术型医学院校智能影像工程专业课程建设思考——以"模式识别与机器学习"课程为例

应用技术型医学院校智能影像工程专业课程建设思考——以"模式识别与机器学习"课程为例

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智能影像工程专业是顺应"AI+医疗影像"领域发展需要,结合"新工科"建设,申报获批的"人工智能+医学影像"复合特色专业."模式识别与机器学习"课程作为智能影像工程专业的主干专业必修课程及特色课程,对学生专业知识的宽度、深度和应用能力都有较高要求.文章结合应用技术型医学院校的人才培养定位和专业人才培养方案,从课程的培养目标、教学内容、教学方法、实践环节、课程考核五个方面探索智能影像工程专业"模式识别与机器学习"课程的建设思路.
Reflection on the course construction of Intelligent Imaging Engineering specialty in applied technology oriented medical colleges—Taking the course of"Pattern Recognition and Machine Learning"as an example
Intelligent Imaging Engineering is a composite specialty of"Artificial Intelligence+Medical Imaging"that conforms to the development needs of the"AI+Medical Imaging"field,com-bined with the construction of"New Engineering".The course"Pattern Recognition and Machine Learning"is a compulsory and characteristic course for the backbone of Intelligent Imaging Engineer-ing specialty,which has high requirements for the breadth,depth,and application ability of students'professional knowledge.This article combines the talent training positioning and professional talent cultivation plan of applied technology oriented medical colleges,and explores the construction ideas of the course"Pattern Recognition and Machine Learning"in Intelligent Imaging Engineering specialty from five aspects including training objectives,teaching content,teaching methods,practical aspects,and course assessment.

Intelligent Imaging EngineeringPattern Recognition and Machine Learningapplied technology oriented medical collegescourse construction

杨蕊、陈振涛、张建青、周敏雄

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上海健康医学院医学影像学院,上海 201318

佛亚智能装备(苏州)有限公司,苏州 215500

智能影像工程 模式识别与机器学习 应用技术型医学院校 课程建设

2024

中国医学教育技术
西安交通大学

中国医学教育技术

影响因子:1.087
ISSN:1004-5287
年,卷(期):2024.38(5)