Automatic Measurement of Fetal Abdominal Biometric Parameters—Feasibility on a Portable Ultrasound Device
Automatic Measurement of Fetal Abdominal Biometric Parameters—Feasibility on a Portable Ultrasound Device作者机构：ISB MI Lab and Department of Circulation and Medical Imaging Norwegian University of Science and Technology (NTNU) Trondheim Norway National Center for Fetal Medicine St. Olavs University Hospital Trondheim Norway Department of Clinical and Molecular Medicine Norwegian University of Science and Technology (NTNU) Trondheim Norway
出 版 物：《Open Journal of Obstetrics and Gynecology》 (妇产科期刊（英文）)
年 卷 期：2017年第7卷第8期
页 面：922-936页
学科分类：1002[医学-临床医学] 100214[医学-肿瘤学] 10[医学]
主 题：Portable Ultrasound Scanner Automatic Measurement Mean Abdominal Diameter Abdominal Circumference Prenatal Ultrasound ICT4D
摘 要：An automatic method for measuring the fetal mean abdominal diameter (MAD) or abdominal circumference (AC) with ultrasound is proposed. From a correctly presented abdominal section suitable for MAD or AC measurement, the location of fetal abdomen is detected by image processing. Thereafter, an active contour model is converged along the abdominal boundary for measurement purposes. The validation data set contained 310 images of fetuses with gestational age (GA) from 14 to 41 weeks. The measurement success rate was 88.1%. By manually indicating the location of the abdomen, the success rate was further improved to 95.8% for the failed cases. The correlation between manual and automatic measurements was 0.95 and the intraclass correlation coefficient (ICC) was 0.976 (95% confidence interval (CI);0.969 - 0.981). The average method execution time was 0.3 s. The mean error was lower in young fetuses (0.4%) than in older fetuses (-2.1%). The proposed cross-platform method was implemented on a portable, low-cost ultrasound machine prototype targeted for low- and middle-income countries (LMIC);the results achieved were comparable to those of other state-of-the-art automatic methods.
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