Deep convolutional generative adversarial networks for imbalance medical image classification.

• Main Authors: Ismail, Amelia Ritahani, Mohd Khalili, Aisyah Saidah, Rahim, Nur Farah Adilah, Nisa, Syed Qamrun
• 格式: Article
• 语言: English
• 出版: IIUM Press 2023
• 主题: QA75 Electronic computers. Computer science
• 在线阅读: http://irep.iium.edu.my/106268/1/Deep%20Convolutional%20Generative%20Adversarial%20Networks%20for%20Imbalance%20Medical%20Image%20Classification.pdf; http://irep.iium.edu.my/106268/; https://journals.iium.edu.my/kict/index.php/IJPCC/article/view/409/246

Medical image classification is an essential task in clinical practice and research. It enables medical professionals to be assisted in diagnosing medical conditions accurately and efficiently, leading to improved patient outcomes and survival rates. However, traditional manual interpretation method...