Comparative Analysis of Conventional and Focused Data Augmentation Methods in Rib Fracture Detection in CT Images

Comparative Analysis of Conventional and Focused Data Augmentation Methods in Rib Fracture Detection in CT Images

<b>Background/Objectives</b>: Rib fracture detection holds critical importance in the field of medical image processing. <b>Methods</b>: In this study, two different data augmentation methods, traditional data augmentation (Albumentations) and focused data augmentation (focus...

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Bibliographic Details
Main Authors: Mehmet Çağrı Göktekin, Evrim Gül, Feyza Aksu, Yeliz Gül, Metehan Özen, Yusuf Salik, Merve Kesim Önal, Engin Avci
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Diagnostics
Subjects:
rib fracture
YOLOv8
CT images
data augmentation
focused augmentation
Online Access:https://www.mdpi.com/2075-4418/15/15/1938
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