人工智能和辅助生殖技术:一个全面的系统审查.
Yen-Chen Wu1, Emily Chia-Yu Su2, Jung-Hsiu Hou3
1Division of Reproductive Medicine, Department of Obstetrics and Gynecology, Taipei Medical University Hospital, Taipei, Taiwan; Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan.
Taiwanese journal of obstetrics & gynecology
|January 10, 2025
概括
人工智能 (AI) 通过改善生育治疗过程和结果,显著增强了辅助生殖技术 (ART). 人工智能优化胚胎分析等任务,并个性化治疗计划,以提高成功率.
科学领域:
- 生殖医学 生殖医学
- 医疗人工智能 医疗人工智能
背景情况:
- 辅助生殖技术 (ART) 涉及复杂的程序,成功率各不相同.
- 优化生育治疗需要精确的分析和个性化的患者管理.
研究的目的:
- 评估人工智能对辅助生殖技术 (ART) 的影响.
- 评估AI在提高生育治疗效率,流程优化和结果预测方面的作用.
主要方法:
- 在ART中对48篇有关AI的相关文章进行系统审查.
- 在ART程序中分析监督,无监督和强化学习范式.
主要成果:
- 人工智能显著改进了ART过程,包括胚胎和精子分析.
- 人工智能通过预测建模促进个性化治疗计划,提高结果的准确性.
- 人工智能模型提高了关键干预的时间精度,例如蛋采集和胚胎转移.
结论:
- 人工智能集成代表了ART的变革性进步,提高了精度和效率.
- 人工智能是生殖医学中不可或缺的工具,提高了治疗效率和临床决策.
- 人工智能在生育治疗中具有创新解决方案和定制方法的巨大潜力.
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