Deep Transfer Learning with Enhanced Feature Fusion for Detection of Abnormalities in X-ray Images

Deep Transfer Learning with Enhanced Feature Fusion for Detection of Abnormalities in X-ray Images

Medical image classification poses significant challenges in real-world scenarios. One major obstacle is the scarcity of labelled training data, which hampers the performance of image-classification algorithms and generalisation. Gathering sufficient labelled data is often difficult and time-consumi...

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Bibliographic Details
Main Authors: Zaenab Alammar, Laith Alzubaidi, Jinglan Zhang, Yuefeng Li, Waail Lafta, Yuantong Gu
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Cancers
Subjects:
musculoskeletal X-ray
deep learning
transfer learning
data scarcity
convolution neural network (CNN)
machine learning
Online Access:https://www.mdpi.com/2072-6694/15/15/4007

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https://www.mdpi.com/2072-6694/15/15/4007

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