Application of MRI image segmentation algorithm for brain tumors based on improved YOLO

Application of MRI image segmentation algorithm for brain tumors based on improved YOLO

ObjectiveTo assist in the rapid clinical identification of brain tumor types while achieving segmentation detection, this study investigates the feasibility of applying the deep learning YOLOv5s algorithm model to the segmentation of brain tumor magnetic resonance images and optimizes and upgrades i...

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Bibliographic Details
Main Authors: Tao Yang, Xueqi Lu, Lanlan Yang, Miyang Yang, Jinghui Chen, Hongjia Zhao
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Neuroscience
Subjects:
artificial intelligence
image segmentation
brain tumor
magnetic resonance
YOLOv5s
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2024.1510175/full
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