A Data-Driven System Based on Deep Learning for Diagnosis Fetal Cavum Septum Pellucidum in Ultrasound Images

A Data-Driven System Based on Deep Learning for Diagnosis Fetal Cavum Septum Pellucidum in Ultrasound Images

Cavum septum pellucidum (CSP) is one of the most important physiologic structures that should be detected in Ultrasound (US) scanning for the normal development of the fetal central nervous system. However, manual measurement of CSP is still a difficult and time-consuming task due to the high noise...

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Bibliographic Details
Main Authors: Yuzhou Wu, Cheng Peng, Xuechen Chen, Xin Yao, Zhigang Chen
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Mathematics
Subjects:
data-driven system
cavum septum pellucidum (CSP)
segmentation
U-net
attention network
deep learning
Online Access:https://www.mdpi.com/2227-7390/10/23/4612

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https://www.mdpi.com/2227-7390/10/23/4612

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