Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关实验视频

Updated: Jul 17, 2025

Semiconductor Sequencing for Preimplantation Genetic Testing for Aneuploidy
00:09

Semiconductor Sequencing for Preimplantation Genetic Testing for Aneuploidy

Published on: August 25, 2019

9.5K

通过计算机辅助形态学评估对胚胎性状态的分类.

Gunawan Bondan Danardono1, Nining Handayani1, Claudio Michael Louis1

  • 1IRSI Research and Training Centre, Jakarta, Indonesia (Mr Danardono, Ms Handayani, Mr Louis, Drs Polim and Sirait, Ms Periastiningrum, and Mr Afadlal, Drs Boediono, and Sini).

AJOG global reports
|August 30, 2023
PubMed
概括

相关概念视频

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Analysis of morphological, morphokinetics, cell-free DNA, microRNAs parameters to predict aneuploidy status of embryos.

PloS one·2026
Same author

Luteinizing Hormone β-subunit Gene Polymorphisms and Androgen Levels are Less Predictive of Ovarian Response in Polycystic Ovary Syndrome <i>In vitro</i> Fertilisation Women: A Nested Case-Control Study.

Journal of human reproductive sciences·2026
Same author

Advanced Embryo Ploidy Classification Using Vision Transformers: Integration of Sequential Time-Lapse Imaging and Undersampling Techniques: A Retrospective Study.

Journal of human reproductive sciences·2026
Same author

Neonatal Bilirubin Assessment After Implementation of Enhanced Recovery After Caesarean Section.

The Journal of perinatal & neonatal nursing·2025
Same author

Impact of Time-Lapse Incubator Systems on Fertilization, Blastocyst Development, and Clinical Pregnancy Outcomes.

Journal of reproduction & infertility·2025
Same author

Enhancing Mesh-Tissue Integration in Menopausal Models Using a Platelet-Rich Plasma-Decellularized Amnion Scaffold Sandwich: A Study on Mesh Contraction, Inflammatory Infiltrate, IL-17, CD31, and Collagen Deposition.

International urogynecology journal·2025

这项研究开发了一种人工智能模型,以非侵入性地预测胚胎形状,减少对形形的侵入性植入前遗传测试的需求. 该模型实现了74%的准确性,为试管婴儿决策提供了一个有希望的替代方案.

科学领域:

  • 生殖医学 生殖医学
  • 医疗保健中的人工智能
  • 胚胎学 胚胎学

背景情况:

  • 预植入基因测试 (PGT-A) 评估胚胎的染色体状况,但涉及侵入性活检.
  • 目前的PGT-A方法有缺点,包括侵入性和有限的长期效果数据.

研究的目的:

  • 开发一种使用机器学习的计算机辅助预测模型,以尽量减少侵入性PGT-A.
  • 根据形态特征来预测胚胎性状态,以改善试管婴儿决策.

主要方法:

  • 利用图像处理技术,包括图像增强和特征提取.
  • 开发并比较多个机器学习和深度学习算法用于预测建模.
  • 用于图像分析的面向梯度和主要组件分析的运用直方图.

主要成果:

  • 一个人工智能模型成功地被开发出来,可以预测胚胎的 ploidy 状态.
  • 梯度增强算法以0.74准确度展示了卓越的性能.
  • 实现了0.83个形精度和0.84个形预测值 (回忆).

结论:

  • 与人类观察相比,机器辅助技术为胚胎评估提供了一个新的视角.
关键词:
人工智能的人工智能是人工智能.图像处理是图像处理的过程.在体外受精体外受精.非侵入性的胚胎评估.普洛伊迪的地位是什么?预测模型 预测模型植入前基因测试用于形体.

更多相关视频

Human Egg Maturity Assessment and Its Clinical Application
08:51

Human Egg Maturity Assessment and Its Clinical Application

Published on: August 19, 2019

19.3K
Microsatellite DNA Genotyping and Flow Cytometry Ploidy Analyses of Formalin-fixed Paraffin-embedded Hydatidiform Molar Tissues
11:54

Microsatellite DNA Genotyping and Flow Cytometry Ploidy Analyses of Formalin-fixed Paraffin-embedded Hydatidiform Molar Tissues

Published on: October 20, 2019

9.2K

相关实验视频

Last Updated: Jul 17, 2025

Semiconductor Sequencing for Preimplantation Genetic Testing for Aneuploidy
00:09

Semiconductor Sequencing for Preimplantation Genetic Testing for Aneuploidy

Published on: August 25, 2019

9.5K
Human Egg Maturity Assessment and Its Clinical Application
08:51

Human Egg Maturity Assessment and Its Clinical Application

Published on: August 19, 2019

19.3K
Microsatellite DNA Genotyping and Flow Cytometry Ploidy Analyses of Formalin-fixed Paraffin-embedded Hydatidiform Molar Tissues
11:54

Microsatellite DNA Genotyping and Flow Cytometry Ploidy Analyses of Formalin-fixed Paraffin-embedded Hydatidiform Molar Tissues

Published on: October 20, 2019

9.2K
  • 开发的模型作为未来更先进的计算机辅助预测系统在IVF的基础.
  • 建议进行进一步的研究,以改进人工智能模型,并探索它们对体外受精的长期影响.