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人工智能在配子和胚胎选择中的应用

Keyi Si¹, Bo Huang¹, Lei Jin¹

¹Reproductive Medicine Center, Tongji Hospital, Tongji Medicine College, Huazhong University of Science and Technology, Wuhan, People's Republic of China.

Human fertility (Cambridge, England)

|September 14, 2023

概括

人工智能 (AI) 提供了有前途的解决方案,用于评估辅助生殖技术 (ART) 中的雌同体和胚胎质量. 人工智能提高了精子,卵细胞和胚胎选择的客观性和准确性,提高了成功率.

科学领域:

生殖生物学和医学生殖生物学和医学
医疗人工智能的人工智能
生物信息学是一种生物信息学.

背景情况:

辅助生殖技术 (ART) 的成功取决于性质和胚胎质量.
目前评估精子,卵细胞和胚胎质量的方法缺乏足够的准确性和客观性.
需要先进的工具来改善在ART中的性子和胚胎选择.

研究的目的:

审查近期人工智能 (AI) 应用程序的进展,以评估雌同体和胚胎.
探索AI在精液分析和精子,卵细胞和胚胎的选择中的实用性.
讨论人工智能在生殖医学中的当前挑战和未来方向.

主要方法:

关于人工智能在ART中的应用的当前文献的综述.
分析人工智能模型用于图像和视频分析性质细胞和胚胎.
关于人工智能在精液分析和雌性体/胚胎选择中的表现的综合发现.

主要成果:

人工智能在分析大型数据集,特别是图像和视频,以评估雌性体和胚胎方面显示出巨大的潜力.
训练有素的人工智能模型表现出高精度和速度,帮助胚胎学家在客观选择中.
已经开发了各种人工智能模型,其中几个模型在子细胞和胚胎评估方面表现出有希望的表现.

结论:

人工智能技术是提高ART中雌性体和胚胎评估的准确性和客观性的宝贵工具.
人工智能在精液分析和雌性体/胚胎选择中的应用正在迅速发展.
需要进一步的研究和开发来应对现有的挑战,并优化人工智能在生殖技术中的作用.

关键词:

人工智能的人工智能是人工智能.胚胎选择胚胎选择机器学习是机器学习.卵子细胞选择选择精液分析精液分析精子选择精子选择精子选择

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