产学研用协作促进中国医学影像AI产业健康发展（英文）
发布时间：2022-10-09 22:04
近年来,人工智能在医学影像领域得到快速发展,但医院、研究机构及企业方面的合作尚不充分,在技术成果转化和产品价值落地方面存在诸多问题。针对医学影像人工智能发展道路上的一些核心问题,中国医学影像AI产学研用创新联盟组织编撰了《中国医学影像AI白皮书》。本文介绍了中国医学影像人工智能的产学研用结合现状、临床需求及AI技术转化过程待解决的关键问题:鲁棒性、易用性和安全性。要真正实现医学影像AI产品应用价值,目前需要面对诸多挑战,如缺乏生产标准、数据脱敏标准、测试评价标准及适宜有效的政策监管等。医学影像AI向更深发展,需要核心算法的突破,需要医生的深度参与,需要资金投入和社会的耐心,更需要政府破解落地等诸多环节的难题。
【文章页数】：6 页
【文章目录】：
EFFICIENT COLLABORATION OF INDUSTRY, ACADEMIA, RESEARCH AND APPLICATION IS NEEDED FOR HEALTHY DEVELOPMENTOF AI IN MEDICAL IMAGING
CURRENT STATUS OF MULTI-LATERALCOLLABORATION IN MEDICAL IMAGINGAI IN CHINA
CLINICAL DEMANDS FOR MEDICALIMAGING AI PRODUCTS IN CHINA
RAPID DEVELOPMENT OF MEDICALIMAGING AI TECHNIQUE AND TECHNICALTRANSFORMATION
Robustness
Usability
Security
CHALLENGES TO FULFILL THE VALUE OFMEDICAL IMAGING AI PRODUCTS
Conflict of interest disclosure
Supplementary material
本文编号：3689432
【文章页数】：6 页
【文章目录】：
EFFICIENT COLLABORATION OF INDUSTRY, ACADEMIA, RESEARCH AND APPLICATION IS NEEDED FOR HEALTHY DEVELOPMENTOF AI IN MEDICAL IMAGING
CURRENT STATUS OF MULTI-LATERALCOLLABORATION IN MEDICAL IMAGINGAI IN CHINA
CLINICAL DEMANDS FOR MEDICALIMAGING AI PRODUCTS IN CHINA
RAPID DEVELOPMENT OF MEDICALIMAGING AI TECHNIQUE AND TECHNICALTRANSFORMATION
Robustness
Usability
Security
CHALLENGES TO FULFILL THE VALUE OFMEDICAL IMAGING AI PRODUCTS
Conflict of interest disclosure
Supplementary material
本文编号：3689432
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