关于人工智能在体外受精过程中分析卵子细胞中的作用
Antonio Iannone1, Alessandro Carfì1, Fulvio Mastrogiovanni1
1TheEngineRoom, Department of Informatics Bioengineering, Robotics and System Engineering, University of Genoa, Via Opera Pia 13, Genoa, 16131, Italy.
Artificial intelligence in medicine
|October 9, 2024
概括
人工智能 (AI) 通过改善胚胎和卵细胞质量评估来增强体外受精 (IVF). 本综述探讨了人工智能在辅助生殖技术 (ART) 中的应用,以提高成功率和降低成本.
科学领域:
- 生殖医学 生殖医学
- 人工智能的人工智能
- 生物技术是生物技术.
背景情况:
- 体外受精 (IVF) 是一种主要的不孕症治疗方法,但其成功率有限.
- 辅助生殖技术 (ART) 在实验室和临床环境中缺乏客观性.
- 卵细胞质量在试管婴儿过程中显著影响最终胚胎质量.
研究的目的:
- 系统地审查基于人工智能 (AI) 的技术来评估IVF中的卵细胞质量.
- 分析AI应用在卵细胞质量评估中的结果.
- 讨论未来的研究方向和对人工智能的挑战.
主要方法:
- 对基于人工智能的技术进行卵细胞质量评估的系统文献综述.
- 在试管婴儿程序中分析当前的AI应用.
- 讨论在临床实践中部署人工智能的挑战.
主要成果:
- 人工智能在客观评估胚胎和卵细胞质量方面表现有前途,这是试管婴儿的一个关键步骤.
- 基于AI的技术可以支持试管婴儿过程的各个阶段.
- 确定了在ART中实施AI的几个研究方向和挑战.
结论:
- 通过人工智能了解卵细胞质量决定因素可以提高试管婴儿成功率.
- 人工智能可以帮助降低成本,与胚胎培养相关的风险和生物伦理方面的担忧.
- 需要对高质量的数据集,标准化的协议以及AI对活产潜力的影响进行进一步的研究.
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