人工智能在辅助生殖中的整合:全面审查
Pragati Kakkar1, Shruti Gupta1, Kasmiria Ioanna Paschopoulou2
1Assisted Conception Unit, Guy's Hospital, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom.
Frontiers in reproductive health
|April 4, 2025
概括
人工智能 (AI) 正通过优化治疗和预测结果来彻底改变辅助生殖技术 (ART). 人工智能在生殖医学中的持续发展有望提高成功率和个性化患者护理.
科学领域:
- 生殖医学 生殖医学
- 医疗人工智能 医疗人工智能
- 生物技术是生物技术.
背景情况:
- 辅助生殖技术 (ART) 在优化成功率方面面临着持续的挑战,尽管有进展.
- 人工智能 (AI) 整合提供了一种改造性的方法,以提高生殖医学的成果.
研究的目的:
- 审查人工智能在辅助生殖中的当前应用和潜在好处.
- 探索AI在个性化治疗和提高诊断准确度方面的作用.
- 解决人工智能在概念中的挑战和伦理考虑.
主要方法:
- 审查当前在ART中的AI应用,包括刺激协议,胚胎预测和性子选择.
- 分析AI的基于图像的分析能力,特别是卷积神经网络.
- 检查人工智能驱动的医疗保健系统的实时,适应性健康计划.
主要成果:
- 人工智能在优化刺激协议,预测胚胎形成和选择卵细胞/精子方面显示出显著的潜力.
- 人工智能可以从胚胎中预测活产率,并提高诊断准确度.
- 由人工智能驱动的系统提供了个性化的治疗计划,并改善了患者与医疗服务提供者的沟通.
结论:
- 人工智能在ART中的整合为提高成功率,个性化治疗和提高整体效率带来了巨大的前景.
- 持续学习系统对于解决偏差数据和提高AI决策速度至关重要.
- 解决伦理问题和建立监管框架对于公平地在生殖健康保健中实施人工智能至关重要.
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