对放射学人工智能竞赛的系统审查:专注于设计,评估和趋势
Muhammed Said Beşler1, Ural Koç2
1Necip Fazıl City Hospital, Clinic of Radiology, Kahramanmaraş, Türkiye.
Diagnostic and interventional radiology (Ankara, Turkey)
|April 7, 2025
概括
医疗成像方面的人工智能 (AI) 竞赛是多样化的,涵盖了许多专业,并促进了全球合作. 这些活动推动了创新,并提高了人们对人工智能的认识.
科学领域:
- 医疗成像医学成像
- 人工智能的人工智能
- 医疗保健技术 技术 医疗保健 技术
背景情况:
- 人工智能 (AI) 越来越多地被整合到医学成像中.
- 人工智能竞赛作为一个发展和评估这个领域的平台.
- 了解这些比赛的风景对于未来的进步至关重要.
研究的目的:
- 探索AI竞赛在医学成像方面的特点和范围.
- 从2017年到2023年,追溯评估医疗成像领域的AI竞赛.
- 确定这些竞赛对医疗保健中人工智能采用的趋势和影响.
主要方法:
- 在医疗成像 (2017-2023) 的AI竞赛的回顾性审查.
- 在PubMed和大挑战网站上搜索相关的AI和竞争术语.
- 包括26个AI竞赛,涵盖各种医学成像应用.
主要成果:
- 竞赛涵盖了各种专业,包括脑成像,中风检测和骨年龄估计.
- 许多比赛涉及医疗和工程专业人员之间的国际合作.
- 人们注意到了多种数据库和全球团队的参与.
结论:
- 人工智能比赛对全球在医疗保健中采用人工智能做出了重大贡献.
- 这些活动提高了学生和专业人士对AI在医学成像方面的认识.
- 人工智能竞赛促进跨学科合作,推动创新,并增强对医疗保健中的人工智能的社会理解.
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