医疗保健中的人工智能:绘制罗马尼亚从研究向知识产权和行业解决方案的过渡
Giovani M Goron1, Razvan M Chereches1
1Department of Public Health, Faculty of Political, Administrative and Communication Sciences, 54741 Babes-Bolyai University , Cluj-Napoca, Romania.
Biomedizinische Technik. Biomedical engineering
|November 19, 2025
概括
罗马尼亚 罗马尼亚 罗马尼亚 罗马尼亚
科学领域:
- 医学的人工智能 (AI)
- 医疗保健创新 医疗保健创新
- 生物医学研究生物医学研究
背景情况:
- 罗马尼亚正在将其国家医疗保健人工智能战略与欧盟人工智能法案保持一致.
- 有越来越多的医学AI研究存在,但缺乏将其转化为专利和高风险设备.
研究的目的:
- 评估罗马尼亚医疗人工智能研究的生产力.
- 评估罗马尼亚医疗保健中AI的专利活动和商业化.
- 确定将研究转化为国内创新的差距.
主要方法:
- 对619篇罗马尼亚人撰写的医学AI文章进行了图书统计分析.
- 对272项专利记录的分析.
- 识别国内人工智能医疗软件提供商.
主要成果:
- 自2018年以来,罗马尼亚的医疗人工智能出版物大幅增加,以学术机构为首.
- 跨国公司主导专利申请,这表明研究产业断开了联系.
- 确定了6个AI医疗软件解决方案,主要是低风险的.
结论:
- 罗马尼亚显示医疗人工智能研究正在增长,但在创新转移方面扎.
- 外国专利的主导地位,依赖国际资金,以及少数高风险的国内人工智能设备是关键挑战.
- 解决这些差距对于罗马尼亚国家人工智能医疗创新调整至关重要.
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