Background: The aim of the current study was to estimate the risk of preterm birth (delivery < 37 weeks of gestation) by evaluating the fetal adrenal gland volume and blood flow at Women’s Health Hospital, Assiut University, Egypt.Methods: A pilot prospective cohort study included pregnant women presented to our hospital with threatened preterm labor between December 2016 and May 2018. All women were recruited consecutively at the emergency unit of Women’s Health Hospital at Assiut University. The fetal adrenal gland volume was assessed using 3-dimensional images of the fetal adrenal with the aid of Virtual Organ Computer-Aided Analysis (VOCAL) software. Doppler evaluation of the fetal adrenal blood vessels was carried out. The RI, PI and S/D ratio was calculated for every case. The neonatal outcomes at delivery were assessed and compared with respect to the duration of actual delivery from the time of evaluation. The obtained data were analyzed by SPSS software (version 22.0) and p<0.05 was taken as the significant level.Results: The study included 30 pregnant women at the final analysis. Women were classified according to the time of actual delivery into two groups. Group (I, n=13) those who delivered within 7 days and group (II, n=17) those who delivered 7 days or more. No difference between both groups regarding the baseline characteristics. No difference regarding the mode of delivery (p=0.708). All Doppler indices were statistically in-different between both groups. The fetal adrenal gland volume was significantly lower in group II than group I (p=0.001). On ROC analysis, the area under the curve (AUC) for prediction of preterm birth based on the fetal adrenal gland volume was (AUC= 0.873). The ROC curve shows that the best cut off value using the volume was ≥0.461 with 76.92% sensitivity and 88.24% specificity for prediction of preterm birth with an overall accuracy of 83.3%.Conclusions: Fetal adrenal gland volume was identified as a significant predictor of delivery in pregnant women who had spontaneous preterm births with intact membranes.