Data augmentation using generative adversarial networks for images and biomarkers in medicine and neuroscience

• المؤلفون الرئيسيون: Maizan Syamimi Meor Yahaya, Jason Teo
• التنسيق: مقال
• اللغة: English; English
• منشور في: ResearchGate 2023
• الموضوعات: Q300-390 Cybernetics; RC71-78.7 Examination. Diagnosis Including radiography
• الوصول للمادة أونلاين: https://eprints.ums.edu.my/id/eprint/38820/1/ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/38820/2/FULL%20TEXT.pdf; https://eprints.ums.edu.my/id/eprint/38820/; http://dx.doi.org/10.3389/fams.2023.1162760

The fields of medicine and neuroscience often face challenges in obtaining a su cient amount of diverse data for training machine learning models. Data augmentation can alleviate this issue by artificially synthesizing new data from existing data. Generative adversarial networks (GANs) provide a pro...