分析 T1WI信号强度直方图对儿童急性淋巴细胞白血病的诊断价值
DOI:
作者:
作者单位:

南京医科大学附属儿童医院

作者简介:

通讯作者:

中图分类号:

基金项目:

国家自然科学基金项目(面上项目,重点项目,重大项目)


Value of histogram analysis of T1WI signal strength maps in pediatric Acute Lymphocytic Leukemia
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    目的 探讨T1WI信号强度直方图对儿童急性淋巴细胞白血病的诊断价值。 方法 收集2018年1月至2018年9月南京医科大学附属儿童医院血液肿瘤科确诊急性淋巴细胞白血病儿童的脑磁共振(MRI)资料73例(ALL组),因眩晕、头痛或癫痫入院但MRI正常的儿童脑MRI资料49例(对照组)。采用MRIcron软件和Python编写的图像分析模块获得直方图参数,用独立样本t检验分析参数。参数用独立样本t检验分析参数。绘制受试者工作特征(receiver operating characteristic,ROC)曲线分析各参数的鉴别诊断效能。 结果 ALL组直方图的峰度、偏度、方差、平均值、最大值以及除15thT1WI值以外的10th~95thT1WI值均小于对照组,差异具有统计学意义(p<0.05)。95th T1WI值的鉴别诊断效能最高,曲线下面积为0.956。 结论 T1WI信号强度直方图可以区分急性淋巴细胞白血病和正常儿童,临床价值高。

    Abstract:

    Objective: To evaluate the value of histogram analysis of T1WI signal strength maps in for pediatric patients. Methods: MRIs of 73 pediatric patients with ALL were retrospectively analyzed in Children's Hospital of Nanjing Medical University from January 2018 to September 2018.49 MRIs of children with vertigo, headache or epilepsy who were suspicious of brain discase but normal MRI findings wcre enrolled as normal control.Use MRIcron software and Image analysis module written by Python to obtain histogram parameters.The comelation betwcen the gestational age and histogram values were calculated respectively. T-test was used to analyze the parameter.Draw the working characteristics (receiver operating characteristic,ROC) curve of the subjects to analyze the differential diagnostic efficacy of each parameter. Result:The kurtosis, skewness, variance, mean value, maximum value and 10~95 thT1WI except 15th T1WI of histograms in ALL group were lower than those in the control group,of which The difference was statistically significant.The area under the curve of the 95th T1WI value was the largest af 0.956. Conclusion:The T1WI histograms can distinguish ALL from normal children.

    参考文献
    相似文献
    引证文献
引用本文
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2020-12-19
  • 最后修改日期:2021-02-05
  • 录用日期:2021-09-28
  • 在线发布日期:
  • 出版日期: