WCAY object detection of fractures for X-ray images of multiple sites

WCAY object detection of fractures for X-ray images of multiple sites

Abstract The WCAY (weighted channel attention YOLO) model, which is meticulously crafted to identify fracture features across diverse X-ray image sites, is presented herein. This model integrates novel core operators and an innovative attention mechanism to enhance its efficacy. Initially, leveragin...

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Bibliographic Details
Main Authors: Peng Chen, Songyan Liu, Wenbin Lu, Fangpeng Lu, Boyang Ding
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Fracture detection
Deep learning
Attention mechanism
YOLO
Online Access:https://doi.org/10.1038/s41598-024-77878-6
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https://doi.org/10.1038/s41598-024-77878-6

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