Ensemble Transfer Learning for Fetal Head Analysis: From Segmentation to Gestational Age and Weight Prediction

Ensemble Transfer Learning for Fetal Head Analysis: From Segmentation to Gestational Age and Weight Prediction

Ultrasound is one of the most commonly used imaging methodologies in obstetrics to monitor the growth of a fetus during the gestation period. Specifically, ultrasound images are routinely utilized to gather fetal information, including body measurements, anatomy structure, fetal movements, and pregn...

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Bibliographic Details
Main Authors: Mahmood Alzubaidi, Marco Agus, Uzair Shah, Michel Makhlouf, Khalid Alyafei, Mowafa Househ
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Diagnostics
Subjects:
image segmentation
ensemble transfer learning
fetal head
gestational age
estimated fetal weight
ultrasound
Online Access:https://www.mdpi.com/2075-4418/12/9/2229

Internet

https://www.mdpi.com/2075-4418/12/9/2229

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