Automated Classification of Collateral Circulation for Ischemic Stroke in Cone-Beam CT Images Using VGG11: A Deep Learning Approach

Automated Classification of Collateral Circulation for Ischemic Stroke in Cone-Beam CT Images Using VGG11: A Deep Learning Approach

Background: Ischemic stroke poses significant challenges in diagnosis and treatment, necessitating efficient and accurate methods for assessing collateral circulation, a critical determinant of patient prognosis. Manual classification of collateral circulation in ischemic stroke using traditional im...

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Bibliographic Details
Main Authors: Nur Hasanah Ali, Abdul Rahim Abdullah, Norhashimah Mohd Saad, Ahmad Sobri Muda, Ervina Efzan Mhd Noor
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:BioMedInformatics
Subjects:
collateral circulation
CBCT image
VGG
classification
Online Access:https://www.mdpi.com/2673-7426/4/3/91

Internet

https://www.mdpi.com/2673-7426/4/3/91

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