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1. 华北理工大学附属医院超声科
2. 华北理工大学附属医院妇产科
纸质出版日期:2020,
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[1]李宁,阚艳敏,李晓松,王艺桦,刘洋,郭艳娟,马琳.基于判别分析的产后早期压力性尿失禁超声诊断模型的建立[J].临床超声医学杂志,2020,22(08):585-589.
LI Ning, KAN Yanmin, LI Xiaosong, et al. Establishment of ultrasound diagnosis model of stress urinary incontinence in early stage of postpartum based on discriminant analysis[J]. Journal of Clinical Ultrasound in Medicine, 2020,22(8):585-589.
[1]李宁,阚艳敏,李晓松,王艺桦,刘洋,郭艳娟,马琳.基于判别分析的产后早期压力性尿失禁超声诊断模型的建立[J].临床超声医学杂志,2020,22(08):585-589. DOI: 10.16245/j.cnki.issn1008-6978.2020.08.008.
LI Ning, KAN Yanmin, LI Xiaosong, et al. Establishment of ultrasound diagnosis model of stress urinary incontinence in early stage of postpartum based on discriminant analysis[J]. Journal of Clinical Ultrasound in Medicine, 2020,22(8):585-589. DOI: 10.16245/j.cnki.issn1008-6978.2020.08.008.
目的分析产后早期压力性尿失禁(SUI)患者盆底结构的变化
建立基于判别分析的产后早期SUI超声诊断模型。方法选取我院门诊行产后早期常规体检者115例
随机分为训练样本98例和验证样本17例
其中训练样本中SUI者52例
非SUI者46例;验证样本中SUI者10例
非SUI者7例;应用盆底超声检查所有受检者静息状态下膀胱颈在X轴的距离(HBL)、张力状态下膀胱颈在Y轴上的移动度(BND)、膀胱旋转角度(URA)、静息及张力状态下膀胱尿道后角(PVUA1、PVUA2);利用Fisher逐步判别分析法建立诊断模型
并对诊断模型进行验证;绘制受试者工作特征(ROC)曲线评估其诊断产后早期SUI的效能。结果训练样本中
SUI者HBL、BND、URA、PVUA1、PVUA2均较非SUI者增加
差异均有统计学意义(均P<0.05)。SUI诊断模型:Y0=-108.764+2.223X2+1.187X3+1.404X5;Y1=-144.728+4.145X2+1.879X3+1.499X5(其中Y0为非SUI者
Y1为SUI者;X2为BND
X3为URA
X5为PVUA2)。通过训练样本进行自身检验及交叉验证
所得到的准确率分别为94.9%、93.9%;通过验证样本验证
所得诊断准确率为82.3%。ROC曲线评估其诊断产后早期SUI的曲线下面积及95%可信区间为0.939(0.895~0.983)。结论通过Fisher判别分析综合盆底超声建立的多变量联合诊断模型可以客观反映产后早期SUI患者盆底功能的变化
为临床早期诊断及干预提供依据。
ObjectiveTo analyze the changes of pelvic floor structure in patients with stress urinary incontinence(SUI)in early stage of pregnancy
and to establish the ultrasound diagnosis model of SUI based on discriminant analysis.MethodsA total of 115 outpatients who had been given physical examination in early stage of postpartum in our hospital wereenrolled in and were randomly divided into the experimental group(98 training samples
including 52 SUI cases and 46 non-SUIcases)and the test group(17 validation samples
including 10 SUI cases and 7 non-SUI cases). Pelvic floor ultrasound wasexamined in all subjects and the value of HBL
BND
URA
PVUA1
PVUA2 were recorded.Fisher’s stepwise discriminant analysiswas used to establish the diagnosis model and validate the according model
and the receiver operating characteristic(ROC)curve was drawn to evaluate its effectiveness in diagnosing SUI in early stage of pregnancy.ResultsIn training samples
the valueof HBL
BND
URA
PVUA1
PVUA2 in the SUI cases were significantly higher than those in the non-SUI cases
the differences werestatistically significant(all P<0.05).Diagnostic model of SUI:Y0=-108.764+2.223 X2+1.187 X3+1.404 X5
Y1=-144.728+4.145 X2+1.879 X3+ 1.499 X5(Y0 represents the non-SUI cases
Y1 represents SUI cases
X2 represents BND
X3 represents URA and X5 represents PVUA2).The results were obtained by self-test and cross-validation in the experimental group with an accuracy of94.9% and 93.9%.The results were checked in the test group with an accuracy of 82.3%.The area under the curve and 95%confidence interval of ROC curve in diagnosing early postpartum SUI were 0.939(0.895~0.983).ConclusionThe multivariate combined diagnosis model established by Fisher discriminant analysis combined with pelvic floor ultrasound could objectivelyreflect the changes of pelvic floor function in patients with early postpartum SUI
providing a basis for early clinical diagnosis andintervention.
超声诊断模型压力性尿失禁产后早期判别分析
Ultrasound diagnosis modelStress urinary incontinenceearly stage of postpartumDiscriminant analysis
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