Automated hip dysplasia detection using novel FlexiLBPHOG model with ultrasound images

Automated hip dysplasia detection using novel FlexiLBPHOG model with ultrasound images

This study focuses on automatically detecting developmental hip dysplasia (DHD) using a novel feature engineering model, FlexiLBPHOG, inspired by the FlexiViT model. The model utilizes five patch types for feature extraction with local binary pattern (LBP) and histogram of oriented gradients (HOG) t...

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Bibliographic Details
Main Authors: Sefa Key, Huseyin Kurum, Omer Esmez, Abdul Hafeez Baig, Rena Hajiyeva, Sengul Dogan, Turker Tuncer
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Ain Shams Engineering Journal
Subjects:
Development hip dysplasia detection
FlexiLBPHOG
Multiple feature selection
Information fusion
Ultrasound
Online Access:http://www.sciencedirect.com/science/article/pii/S2090447924006166
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