Leveraging GANs data augmentation for imbalanced medical image classification-Reference-Cited by-同舟云学术

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Leveraging GANs data augmentation for imbalanced medical image classification

Published:2024-11 Issue: Volume:165 Page:112050
ISSN:1568-4946
Container-title:Applied Soft Computing
language:en
Short-container-title:Applied Soft Computing

Author:

Ding Hongwei^ORCID,Huang Nana,Cui Xiaohui

Publisher

Elsevier BV

Reference43 articles.

1. Trends in the application of deep learning networks in medical image analysis: Evolution between 2012 and 2020;Wang;Eur. J. Radiol.,2022

2. A review of medical image data augmentation techniques for deep learning applications;Chlap;J. Med. Imaging Radiat. Oncol.,2021

3. Convolutional neural networks for medical image analysis: state-of-the-art, comparisons, improvement and perspectives;Yu;Neurocomputing,2021

4. FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification;Maldonado;Pattern Recognit.,2022

5. Relevant information undersampling to support imbalanced data classification;Hoyos-Osorio;Neurocomputing,2021

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