Quantitative ultrasound texture analysis of fetal lungs to predict neonatal respiratory morbidity.
作者： E. Bonet-Carne , M. Palacio , T. Cobo , A. Perez-Moreno , M. Lopez
DOI: 10.1002/UOG.13441
关键词:
摘要: Objective To develop and evaluate the performance of a novel method for predicting neonatal respiratory morbidity based on quantitative analysis fetal lung by ultrasound. Methods More than 13 000 non-clinical images 900 were used to computerized texture machine learning algorithms, trained predict risk ultrasound images. The method, termed ‘quantitative maturity analysis’ (quantusFLM™), was then validated blindly in 144 neonates, delivered at 28 + 0 39 + 0 weeks' gestation. Lung DICOM format obtained within 48 h delivery ability software morbidity, defined as either distress syndrome or transient tachypnea newborn, determined. Results Mean (SD) gestational age 36 + 1 (3 + 3) weeks. Among there 29 (20.1%) cases morbidity. Quantitative predicted with sensitivity, specificity, positive predictive value negative 86.2%, 87.0%, 62.5% 96.2%, respectively. Conclusions Quantitative an accuracy comparable that current tests using amniotic fluid. Copyright © 2014 ISUOG. Published John Wiley & Sons Ltd.
ultraheli.ee 参考文章(40)
Respiratory morbidity in late preterm births JAMA. ,vol. 304, pp. 419- 425 ,(2010) , 10.1001/JAMA.2010.1015
James Franklin, The elements of statistical learning : data mining, inference,and prediction The Mathematical Intelligencer. ,vol. 27, pp. 83- 85 ,(2005) , 10.1007/BF02985802
Louis Gluck, Marie V. Kulovich, Lecithin/sphingomyelin ratios in amniotic fluid in normal and abnormal pregnancy American Journal of Obstetrics and Gynecology. ,vol. 115, pp. 539- 546 ,(1973) , 10.1016/0002-9378(73)90404-3
JC Russell, CM Cooper, CH Ketchum, JS Torday, DK Richardson, JA Holt, LA Kaplan, JR Swanson, WM Ivie, None, Multicenter evaluation of TDx test for assessing fetal lung maturity. Clinical Chemistry. ,vol. 35, pp. 1005- 1010 ,(1989) , 10.1093/CLINCHEM/35.6.1005
Anouk E. Besnard, Soetinah A.M. Wirjosoekarto, Kimiko A. Broeze, Brent C. Opmeer, Ben Willem J. Mol, Lecithin/sphingomyelin ratio and lamellar body count for fetal lung maturity: a meta-analysis European Journal of Obstetrics & Gynecology and Reproductive Biology. ,vol. 169, pp. 177- 183 ,(2013) , 10.1016/J.EJOGRB.2013.02.013
M Neerhof, Lamellar body counts: a consensus on protocol. Obstetrics & Gynecology. ,vol. 97, pp. 318- 320 ,(2001) , 10.1016/S0029-7844(00)01134-0
Teresa Cobo, Elisenda Bonet-Carne, Mónica Martínez-Terrón, Alvaro Perez-Moreno, Núria Elías, Jordi Luque, Ivan Amat-Roldan, Montse Palacio, Feasibility and reproducibility of fetal lung texture analysis by Automatic Quantitative Ultrasound Analysis and correlation with gestational age. Fetal Diagnosis and Therapy. ,vol. 31, pp. 230- 236 ,(2012) , 10.1159/000335349
Shannon Haymond, Veronica I. Luzzi, Curtis A. Parvin, Ann M. Gronowski, A direct comparison between lamellar body counts and fluorescent polarization methods for predicting respiratory distress syndrome. American Journal of Clinical Pathology. ,vol. 126, pp. 894- 899 ,(2006) , 10.1309/8VXN5EM5L3831AT2
Steven L. Clark, Darla D. Miller, Michael A. Belfort, Gary A. Dildy, Donna K. Frye, Janet A. Meyers, Neonatal and maternal outcomes associated with elective term delivery. American Journal of Obstetrics and Gynecology. ,vol. 200, pp. 1- 6 ,(2009) , 10.1016/J.AJOG.2008.08.068
E.V Cosmi, M.M Anceschi, E Cosmi, J.J Piazze, R La Torre, Ultrasonographic patterns of fetal breathing movements in normal pregnancy International Journal of Gynecology & Obstetrics. ,vol. 80, pp. 285- 290 ,(2003) , 10.1016/S0020-7292(02)00384-3