Fetal growth and gestational age prediction by machine learning
نویسندگان
چکیده
منابع مشابه
Prediction of Gestational Age According to Fetal Femur Length
SUMMARY Determination of gestational age have several usages in obstetrics and gynecology. The relation between fetal femur length and gestational age has determined in this research using real time sonography. 1000 iranian pregnant women between 12-40 weeks of gestation with accuratic last menstrual period and with out the history of diabetes lllellitus, hypertension, renal disease and fetal ...
متن کاملPostnatal Prediction of Gestational Age Using Newborn Fetal Hemoglobin Levels
INTRODUCTION In many parts of the developing world procurement of antenatal gestational age estimates is not possible, challenging provision of appropriate perinatal care. This study aimed to develop a model for postnatal gestational age estimation utilizing measures of the newborn hemoglobin levels and other metabolic analyte data derived from newborn blood spot samples. METHODS We conducted...
متن کاملBirth weight, gestational age, fetal growth and childhood asthma hospitalization
BACKGROUND Childhood asthma may have a fetal origin through fetal growth and development of the immunocompetence or respiratory organs. OBJECTIVE We examined to which extent short gestational age, low birth weight and fetal growth restriction were associated with an increased risk of asthma hospitalization in childhood. METHODS We undertook a cohort study based on several national registers...
متن کاملLearning-based prediction of gestational age from ultrasound images of the fetal brain
We propose an automated framework for predicting gestational age (GA) and neurodevelopmental maturation of a fetus based on 3D ultrasound (US) brain image appearance. Our method capitalizes on age-related sonographic image patterns in conjunction with clinical measurements to develop, for the first time, a predictive age model which improves on the GA-prediction potential of US images. The fram...
متن کاملUltrasonographic fetal scapular length measurement for assessment of gestational age
one of the major goals of antenatal care is estimation of gestational age.the most widely used parameters for evaluation of fetal growth are biparietal diameter (BPD),femoral length (FL) and adbominal circumference (AC).to determine the value of prenatal ultrasonographic scapula measurements for fetal growth and gesattional age a prospective ultrasonographic cross-sectional study was conducted ...
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ژورنال
عنوان ژورنال: The Lancet Digital Health
سال: 2020
ISSN: 2589-7500
DOI: 10.1016/s2589-7500(20)30143-6