FUSC: Fetal Ultrasound Semantic Clustering of Second-Trimester Scans Using Deep Self-Supervised Learning

The aim of this study was address the challenges posed by the manual labeling of fetal ultrasound images by introducing an unsupervised approach, the fetal ultrasound semantic clustering (FUSC) method. The primary objective was to automatically cluster a large volume of ultrasound images into variou...

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Bibliographic Details

Published in:	Ultrasound in medicine & biology Vol. 50; no. 5; p. 703
Main Authors:	Alasmawi, Hussain, Bricker, Leanne, Yaqub, Mohammad
Format:	Journal Article
Language:	English
Published:	England 01.05.2024
Subjects:	Cluster Analysis Female Humans Pregnancy Pregnancy Trimester, Second Semantics Supervised Machine Learning Ultrasonography, Prenatal - methods Fetal ultrasound Deep clustering Self-supervised learning
ISSN:	1879-291X, 1879-291X
Online Access:	Get more information
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