Optimizing Stroke Classification with Pre-Trained Deep Learning Models

Optimizing Stroke Classification with Pre-Trained Deep Learning Models

Background/Objectives: Insufficient blood supply to the brain, whether due to blocked arteries (ischemic stroke) or bleeding (hemorrhagic stroke), leads to brain cell death and cognitive impairment. Ischemic strokes, which are more common, occur when blood flow to the brain is obstructed. Magnetic r...

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Bibliographic Details
Main Authors: Serra Aksoy, Pinar Demircioglu, Ismail Bogrekci
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Journal of Vascular Diseases
Subjects:
stroke
ischemic stroke
MRI scans
deep learning
ConvNeXt Base
Online Access:https://www.mdpi.com/2813-2475/3/4/36
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