人工智能有望个性化辅助生殖技术的前景
Simon Hanassab1,2,3, Ali Abbara1,4, Arthur C Yeung1,4
1Department of Metabolism, Digestion, and Reproduction, Imperial College London, London, UK.
NPJ digital medicine
|March 1, 2024
概括
人工智能 (AI) 可以通过个性化治疗不孕症来增强辅助生殖技术 (ART). 人工智能优化药物选择,监测和配体选择,以提高成功率和安全性.
科学领域:
- 生殖医学 生殖医学
- 医疗人工智能 医疗人工智能
- 不孕症治疗 不孕症治疗
背景情况:
- 不孕症影响约15%的夫妇,经常需要多次辅助生殖技术 (ART) 周期.
- 目前的ART决策在很大程度上依赖于临床经验,导致变化和操作员依赖.
- 需要可复制和个性化的方法来优化ART结果.
研究的目的:
- 审查人工智能 (AI) 在增强辅助生殖技术 (ART) 的应用.
- 探索AI如何个性化ART循环中的关键步骤,以提高有效性和安全性.
- 突出AI在生育治疗中的可复制优化潜力.
主要方法:
- 关于人工智能在ART中的应用的当前文献的综述.
- 分析人工智能处理来自ART周期的大型动态数据集的能力.
- 识别特定的ART阶段,AI可以提供改进.
主要成果:
- 人工智能证明了在ART中优化药物选择和剂量的潜力.
- 人工智能可以提高周期监测和卵细胞成熟诱导的可再生性.
- 人工智能有助于更有能力的雌性体和胚胎选择,以提高ART的成功率.
结论:
- 人工智能为个性化和标准化辅助生殖技术提供了一个强大的工具.
- 在ART中实施AI可以提高成功率和患者安全.
- 人工智能整合有望彻底改变生殖医学领域.
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