(Freddie) Liu

Analyzing the Impact of Data Augmentation on the Explainability of Deep Learning-Based Medical Image Classification

(Freddie) Liu, Gizem Karagoz, Nirvana Meratnia

Deep learning models are widely used for medical image analysis and require large datasets, while sufficient high-quality medical data for training are scarce. Data augmentation has been used to improve the performance of these models. The lack of transparency of complex deep-lea…Read more