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在类风湿性关节炎中对人工智能的调查
Jiaqi Wang1, Yu Tian2, Tianshu Zhou1
1Research Center for Healthcare Data Science, Zhejiang Laboratory, Hangzhou 311121, Zhejiang Province, China.
Rheumatology and immunology research
|July 24, 2023
概括
人工智能 (AI) 在早期风湿性关节炎 (RA) 检测和管理方面表现有前途. 需要进一步的研究来确认AI.
科学领域:
- 医疗信息学 医疗信息学
- 人工智能的人工智能
- 类风湿病学 类风湿病学
背景情况:
- 风湿性关节炎 (RA) 的诊断和管理面临着持续的挑战.
- 早期检测和干预对于改善RA患者的治疗结果至关重要.
- 集成先进技术对于加强RA护理至关重要.
研究的目的:
- 为了调查显著的人工智能 (AI) 方法 (2019-2023) 对于类风湿性关节炎 (RA).
- 突出AI在早期RA检测,治疗和管理方面的进步.
- 讨论AI在RA中的挑战,优势和障碍.
主要方法:
- 在2019年至2023年之间发表的AI方法的文献综述.
- 对用于关节炎检测和管理的人工智能技术的分析.
- 综合了关于AI在RA方面的能力和局限性的研究结果.
主要成果:
- 最近的人工智能方法显示出早期RA检测和改善疾病管理的潜力.
- 特定的AI技术为识别RA和指导治疗提供了进步.
- 确定的挑战包括技术障碍和道德考虑.
结论:
- 在RA中AI的应用可以促进早期诊断和及时干预.
- 人工智能具有更好的风湿性关节炎疾病管理的潜力.
- 为了在RA护理中广泛采用AI,需要进一步研究和解决伦理问题.
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