Data Augmentation vs. Synthetic Data Generation: An Empirical Evaluation for Enhancing Radiology Image Classification
Author:
Affiliation:
1. National Institute of Technology Karnataka,Dept. of Information Technology,Mangalore,India
2. Kasturba Medical College, Mangalore, MAHE,Dept. of Radiology,Manipal,India
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10253467/10253461/10253599.pdf?arnumber=10253599
Reference12 articles.
1. GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification
2. Conditional GAN with an Attention-Based Generator and a 3D Discriminator for 3D Medical Image Generation
3. MS-CheXNet: An Explainable and Lightweight Multi-Scale Dilated Network with Depthwise Separable Convolution for Prediction of Pulmonary Abnormalities in Chest Radiographs
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