Detecting neonatal acute bilirubin encephalopathy based on T1-weighted MRI images and learning-based approaches

Detecting neonatal acute bilirubin encephalopathy based on T1-weighted MRI images and learning-based approaches

Abstract Background Neonatal hyperbilirubinemia is a common clinical condition that requires medical attention in newborns, which may develop into acute bilirubin encephalopathy with a significant risk of long-term neurological deficits. The current clinical challenge lies in the separation of acute...

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Bibliographic Details
Main Authors: Miao Wu, Xiaoxia Shen, Can Lai, Weihao Zheng, Yingqun Li, Zhongli Shangguan, Chuanbo Yan, Tingting Liu, Dan Wu
Format: Article
Language:English
Published: BMC 2021-06-01
Series:BMC Medical Imaging
Subjects:
Acute bilirubin encephalopathy
Hyperbilirubinemia
Normalized T1-weighted intensities
Deep convolutional neural networks
ResNet18
Classification
Online Access:https://doi.org/10.1186/s12880-021-00634-z

Internet

https://doi.org/10.1186/s12880-021-00634-z

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