Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data

Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data

Deep learning requires a large amount of data to perform well. However, the field of medical image analysis suffers from a lack of sufficient data for training deep learning models. Moreover, medical images require manual labeling, usually provided by human annotators coming from various backgrounds...

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Bibliographic Details
Main Authors: Laith Alzubaidi, Muthana Al-Amidie, Ahmed Al-Asadi, Amjad J. Humaidi, Omran Al-Shamma, Mohammed A. Fadhel, Jinglan Zhang, J. Santamaría, Ye Duan
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Cancers
Subjects:
deep learning
transfer learning
medical image analysis
convolution neural network (CNN)
machine learning
Online Access:https://www.mdpi.com/2072-6694/13/7/1590

Internet

https://www.mdpi.com/2072-6694/13/7/1590

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