Comparing Stacking Ensemble Techniques to Improve Musculoskeletal Fracture Image Classification

Comparing Stacking Ensemble Techniques to Improve Musculoskeletal Fracture Image Classification

Bone fractures are among the main reasons for emergency room admittance and require a rapid response from doctors. Bone fractures can be severe and can lead to permanent disability if not treated correctly and rapidly. Using X-ray imaging in the emergency room to detect fractures is a challenging ta...

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Bibliographic Details
Main Authors: Ibrahem Kandel, Mauro Castelli, Aleš Popovič
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Journal of Imaging
Subjects:
deep learning
image classification
stacking
ensemble learning
convolutional neural networks
transfer learning
Online Access:https://www.mdpi.com/2313-433X/7/6/100

Internet

https://www.mdpi.com/2313-433X/7/6/100

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