Diagnosis of abortion with power Doppler ultrasound combining Logistic regression model and receiver operating characteristics curve during the early pregnancy
- VernacularTitle:能量多普勒超声联合Logistic回归模型及受试者工作特征曲线对早孕期流产的诊断价值
- Author:
Zhiyi CHEN
;
Kun LIANG
;
Jianhua LIU
;
Weixiang LIANG
- Publication Type:Journal Article
- Keywords:
Ultrasonics;
Endometrium;
Abortion
- From:
Chinese Journal of Postgraduates of Medicine
2008;31(24):10-13
- CountryChina
- Language:Chinese
-
Abstract:
Objective To estimate the diagnostic value of the patients of intrauterine pregnancy abortion (IUPA) of pregnancies of unknown location (PUL) with transvaginal power Doppler ultrasound (TV-PDU) combining Logistic regression model and receiver operating characteristics (ROC) curve.Methods Endometria of PUL were detected by TV-PDU during the early pregnancy.Serum β-HCG and progesterone were analyzed meanwhile.All variables were researched by multiple factors Logistic regression.Logistic regression equationg were established.ROC curve was constructed and the cut-off value of endometrial mnographic findings and clinical data to diagnose intrauterine pregnancy abortion were studied.The accuracy of every univariate and multivariable were evaluated and the validity and stability of the Logistic regression equation were tested.Results The RI value and PSV were included in the multivariate model 1 (M1),while the serum progesterone,type of endometrial resonance and gestation age were included in the multivariate model 2(M2).The area under the curve of M1,M2 were 0.887,0.976,respectivdy.Youden index and positive predictive value were 90.8%,87.5% and 12.213,8.000,respectively.Specificity and positive predictive value of M2 was lower than M1 which had a hisher accuracy.Diagnostic value were increased obviously by the use of M1 and M2 comparing with univariate and the stability was all righL Conclusions Possibility of IUPA could be predicted by TV-PDU simply,atraumaticly and efficiently.A close rehaion is found between the hemodypnmic parameter of endometria and the IUPA.
