放射学模型预测先天性心脏隔膜缺陷的婴儿早期的神经发育
Shuting Cheng1,2, Meijiao Zhu2, Feng Yang2
1Department of Radiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Quantitative imaging in medicine and surgery
|October 13, 2025
概括
患有先天性心脏隔膜缺陷 (CCSD) 的婴儿可能会出现神经发育迟缓. 结合脑部MRI放射学和临床数据的模型可以预测CCSD婴儿早期的延迟.
科学领域:
- 儿科神经学 儿科神经学
- 心脏病学 心脏病学
- 医疗成像医学成像
背景情况:
- 先天性心脏隔膜缺陷 (CCSD) 与婴儿潜在的神经发育异常有关.
- 早期发现这些儿童的神经发育风险对于及时干预至关重要.
研究的目的:
- 开发一个预测模型,用于神经发育结果的婴儿与CCSD.
- 整合大脑磁共振成像 (MRI) 放射学特征与临床数据进行增强的预测.
主要方法:
- 预计将招收48名被诊断患有心血管疾病的婴儿.
- 评估1年的神经发育结果,使用吉塞尔发育量表.
- 从新生儿大脑MRI中提取放射性特征并收集临床数据.
主要成果:
- 25%的CCSD婴儿在1岁时表现出发育迟缓,特别是在语言方面.
- 大脑MRI放射学特征 (例如形状,波纹,LoG) 和临床因素 (例如监护人的教育,出生体重) 被确定为各种发育领域的独立预测因素.
结论:
- 脑神经发育延迟存在于患有CCSD的婴儿中很大一部分.
- 使用新生儿大脑MRI放射学和临床因素的综合模型显示,对患有CCSD的婴儿早期神经发育预测有前途.
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