新工科背景下医学影像分析人才培养研究与实践  

Research and Practice on the Talent Cultivation of Medical Image Analysis in the Context of New Engineering

作　　者：赵于前[1] 阳春华[1] 卢赫明 廖苗[2] ZHAO Yuqian;YANG Chunhua;LU Heming;LIAO Miao(School of Automation,Central South University,Changsha 410083,China;School of Computer Science and Engineering,Hunan University of Science and Technology,Xiangtan 411201,China)

机构地区：[1]中南大学自动化学院,湖南长沙410083 [2]湖南科技大学计算机科学与工程学院,湖南湘潭411201

出　　处：《当代教育理论与实践》2022年第2期18-22,共5页Theory and Practice of Contemporary Education

基　　金：湖南省学位与研究生教学改革研究重点项目(2021JGZD009);中南大学研究生教育教学改革研究重点项目(2021JGA004);中南大学教学学术研究项目(2021jf011);中南大学教育教学改革研究项目(2020jy047);中南大学基地教育教学改革研究项目“基于产教融合和项目驱动的人工智能创新应用型人才培养与实践”;中南大学研究生教育教学改革研究项目(2018JG10);中南大学金课建设项目(中大教字〔2021〕51号,序号58);湖南科技大学教学改革研究项目(科大政发〔2020〕111号,序号13)。

摘　　要：医学影像分析涉及高等数学、医学影像学、数字图像处理和计算机科学等多学科知识,是进行疾病筛查和诊治的重要手段,也是实现智能医疗的重要前提。为响应新工科建设要求,对新工科背景下医学影像分析人才的培养进行了初步探索与实践。根据“人工智能+医疗”及“高精尖复合”型人才培养定位,从理论研究能力、实践能力和创新能力三个维度阐述了人才素质要求;从注重学科交叉融合、加强导师队伍建设、加强医校协同合作、推进科研项目驱动和促进深度学术交流等五个方面提出了医学影像分析创新人才培养措施,并结合中南大学人才培养实际做了分析和总结。Medical image analysis fuses multiple subjects involving“Advanced Mathematics”,“Medical Imaging”,“Digital Image Processing”,“Computer Science”,etc.,which is an important means of disease screening and diagnosis as well as a prerequisite for smart medical treatment.To meet the requirements of new engineering education,this paper makes a preliminary exploration and practice on the cultivation of medical image analysis talents in the context of new engineering.Based on training positioning of“Artificial Intelligence+Medical”and“High Sophisticated”talents,the talent quality requirements are explained from three dimensions of theoretical research ability,practical ability,and innovation ability.Five measures including multi-disciplinary intersection and integration,the construction of tutor team,the cooperation between hospitals and schools,scientific research project,and in-depth academic exchanges are proposed to promote the innovation capability cultivation of medical image analysis talents.Moreover,the analyses and summary are made in combination with the actual talent training at Central South University.

关 键 词：新工科 人工智能 医学影像分析 创新人才培养 

分 类 号：G642.0[文化科学—高等教育学]