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用风险因素评估人类生育能力的人工智能工具:一篇最先进的评论
Debasmita GhoshRoy1,2, P A Alvi3, K C Santosh4,5
1School of Automation, Banasthali Vidyapith, 304022, Rajasthan, India.
Journal of medical systems
|August 23, 2023
概括
人工智能 (AI) 工具可以帮助早期检测不孕症,改善情绪健康和生殖健康结果. 这项研究分析了AI.
科学领域:
- 生殖医学 生殖医学
- 人工智能的人工智能
- 生物统计学 生物统计学
背景情况:
- 不孕症显著影响社会,婚姻和情感福祉.
- 早期诊断对于管理不孕症及其后果至关重要.
- 人工智能 (AI) 提供了改善生育能力评估的潜力.
研究的目的:
- 分析AI在查和预测不孕症和相关风险因素中的作用.
- 确定生育分析中的关键人工智能方法和挑战.
- 通过人工智能提供改善生殖健康结果的见解.
主要方法:
- 对PubMed,Web of Science和Scopus的42篇文章进行了系统审查.
- 使用的关键词: (人类不育或人类生育能力) 和风险因素和 (机器学习或人工智能或智能系统).
- 对所选研究进行的元分析.
主要成果:
- 人工智能在查和预测不孕症和风险因素方面表现出有效性.
- 在生育分析中,人工智能的关键考虑因素包括数据增强,特征提取和可解释性.
- 用于生育分析的有效人工智能系统的定义需要重新评估.
结论:
- 人工智能具有显著的潜力,可以提高对不孕不育的理解和管理.
- 需要在AI领域进行进一步的研究和开发,以优化其在生殖健康中的应用.
- 人工智能驱动的洞察力可以为更好的减轻不孕症及其风险因素的策略做出贡献.
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