An Integrated Approach using YOLOv8 and ResNet, SeResNet & Vision Transformer (ViT) Algorithms based on ROI Fracture Prediction in X-ray Images of the Elbow

In this study, we harnessed three cutting-edge algorithms' capabilities to refine the elbow fracture prediction process through X-ray image analysis. Employing the YOLOv8 (You only look once) algorithm, we first identified Regions of Interest (ROI) within the X-ray images, significantly augment...

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Veröffentlicht in:	Current medical imaging reviews Jg. 20; S. e15734056309890
Hauptverfasser:	Alam, Taukir, Yeh, Wei-Cheng, Hsu, Fang Rong, Shia, Wei-Chung, Singh, Robert, Hassan, Taimoor, Lin, Wenru, Yang, Hong-Ye, Hussain, Tahir
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United Arab Emirates 01.01.2024
Schlagworte:	Algorithms Elbow - diagnostic imaging Elbow Injuries Elbow Joint - diagnostic imaging Fractures, Bone - diagnostic imaging Humans Radiography - methods YOLO Medical Images SeResnet Fracture Vision Transformer X-ray ROI Resnet
ISSN:	1573-4056, 1573-4056
Online-Zugang:	Weitere Angaben
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