A deep learning algorithm for automatic detection and classification of acute intracranial hemorrhages in head CT scans

A deep learning algorithm for automatic detection and classification of acute intracranial hemorrhages in head CT scans

Acute Intracranial hemorrhage (ICH) is a life-threatening disease that requires emergency medical attention, which is routinely diagnosed using non-contrast head CT imaging. The diagnostic accuracy of acute ICH on CT varies greatly among radiologists due to the difficulty of interpreting subtle find...

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Bibliographic Details
Main Authors: Xiyue Wang, Tao Shen, Sen Yang, Jun Lan, Yanming Xu, Minghui Wang, Jing Zhang, Xiao Han
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:NeuroImage: Clinical
Subjects:
Intracranial hemorrhage (ICH)
Head CT
Deep learning
Image classification
Sequence model
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158221002291

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