Fetal Weight Estimationusing Canny Segmented Ultrasound Images

机译：使用Canny分段超声图像估算胎儿体重

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Estimation of fetal weight is significant in the assessment of high risk pregnancies. Sonographer estimates fetal weight with combination of various fetal biometric measurements. The precision and accuracy of fetal biometric measurements is highly dependent on the skill and experience of the sonographer or even the quality of medical ultrasound images. Thus, in this paper, a method for enhancing the ultrasound images is suggested to make the estimation of fetal weight less subjective. For that, various edge detection techniques have been performed to extract the edges by detecting the sharp changes of fetal ultrasound images brightness along the boundaries of interest region. The results were compared based on the quality performance of detected edges. Measurements for three parameters, femur length, biparietal diameter and, abdominal circumference,have been computed from the segmented images. Then, fetal weight is calculated based on the measured parameters obtained through (a) original fetal ultrasound images and (b) segmented fetal ultrasound images, then both methods have been compared and the difference is 40grams.

机译：胎儿体重的估计对评估高危妊娠很重要。 Sonographer结合各种胎儿生物特征测量来估计胎儿体重。胎儿生物特征测量的准确性和准确性高度取决于超声医师的技能和经验，甚至取决于医学超声图像的质量。因此，在本文中，提出了一种增强超声图像的方法，以使胎儿体重的估计不太主观。为此，已经执行了各种边缘检测技术以通过检测胎儿超声图像沿关注区域的边界的亮度的急剧变化来提取边缘。根据检测到的边缘的质量性能比较结果。从分割的图像中计算出三个参数，股骨长度，双顶径和腹围。然后，根据通过（a）原始胎儿超声图像和（b）分段胎儿超声图像获得的测量参数计算胎儿体重，然后将这两种方法进行了比较，相差40克。

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来源
《Advances in environment, biotechnology and biomedicine》|2012年|362-366|共5页
会议地点 Zlin(CZ)
作者
SHAFIRA BINTIMOHD YUSOF; LEESEE TAN; PASCAL WERNER; HEAMN NOORI ABDULJABBAR; CHRISTINA PAHL; MOHSEN MARVI BAIGI; TAN HUIRU; RANIA HUSSIEN; EKO SUPRIYANTO;
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Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia, 81310 Skudai, MALAYSIA.;

Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia, 81310 Skudai, MALAYSIA.;

Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia, 81310 Skudai, MALAYSIA.;

Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia, 81310 Skudai, MALAYSIA.;

Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia, 81310 Skudai, MALAYSIA.;

Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia, 81310 Skudai, MALAYSIA.;

Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia, 81310 Skudai, MALAYSIA.;

Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia, 81310 Skudai, MALAYSIA.;

Advanced Diagnostics and E-Health Research Group Biotechnology Research Alliance Universiti Teknologi Malaysia, 81310 Skudai, MALAYSIA.;

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正文语种 eng
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关键词
Fetal weight; Segmentation; Fetal biometry; Edge detection; Binary segmentation;

机译：胎儿体重;分割;胎儿生物学;边缘检测；二值分割;

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专利

1. Fetal ultrasound image segmentation system and its use in fetal weight estimation [J] . Jinhua Yu, Yuanyuan Wang, Ping Chen Medical and Biological Engineering and Computing . 2008,第12期

机译：胎儿超声图像分割系统及其在胎儿体重估计中的应用
2. Fetal ultrasound image segmentation system and its use in fetal weight estimation. [J] . Yu J, Wang Y, Chen P Medical and Biological Engineering and Computing: Journal of the International Federation for Medical and Biological Engineering . 2008,第12期

机译：胎儿超声图像分割系统及其在胎儿体重估计中的应用。
3. Fetal imaging: Executive Summary of a Joint Eunice Kennedy Shriver National Institute of Child Health and Human Development, Society for Maternal-Fetal Medicine, American Institute of Ultrasound in Medicine, American College of Obstetricians and Gynecologists, American College of Radiology, Society for Pediatric Radiology, and Society of Radiologists in Ultrasound Fetal Imaging Workshop [J] . ReddyU.M., EasternVirginiaMedicalSchoolNorfolk, BethIsraelDeaconessMedicalCenterBoston, American Journal of Obstetrics and Gynecology . 2014,第5期

机译：胎儿影像学：肯尼斯·肯尼迪·史瑞弗联合儿童健康和人类发展研究所，美国母婴医学学会，美国超声医学研究所，美国妇产科学院，美国放射学院，小儿放射学会联合摘要和超声胎儿成像车间放射科医生学会
4. Hybrid Segmentation Approach to Segment Fetal Cardiac Chambers of Ultrasound images [C] . Punya Prabha. V, N. Sriraam, S. Suresh International Conference on Advanced Technologies in Intelligent Control, Environment, Computing and Communication Engineering . 2019

机译：混合分割方法分割超声图像胎儿心脏腔
5. Fetal ultrasound image segmentation using fuzzy clustering methodology. [D] . Budim, Neelima. 2003

机译：使用模糊聚类方法进行胎儿超声图像分割。
6. Determination of Accuracy of Fetal Weight Using Ultrasound and Clinical Fetal Weight Estimations in Calabar South South Nigeria [O] . Charles Njoku, Cajethan Emechebe, Patience Odusolu, 2014

机译：使用超声和临床胎儿体重估计法确定尼日利亚南部卡拉巴尔南部胎儿体重的准确性
7. Placental T2* estimated by magnetic resonance imaging and fetal weight estimated by ultrasound in the prediction of birthweight differences in dichorionic twin pairs [O] . Sofie Sondrup Poulsen, Marianne Sinding, Ditte Nymark Hansen, 2019

机译：胎盘T2 *通过超声估计的磁共振成像和胎儿重量估计在二核孪生双对的出生体重差异中的超声估计

Fetal Weight Estimationusing Canny Segmented Ultrasound Images

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