THE DEVELOPMENT OF A SYNTHETIC DATASET USING DEEP GENERATIVE MODEL TO IMPROVE THE PERFORMANCE OF DEEP LEARNING-BASED BRAIN TUMOR MRI IMAGE CLASSIFICATION

• Main Author: Fajriati MS. Musa, Angky
• Format: Theses
• Language: Indonesia
• Online Access: https://digilib.itb.ac.id/gdl/view/86560
• Institution: Institut Teknologi Bandung

Medical Image Classification based on a deep learning model shows excellent results. However, the medical image still lacks several public datasets, including brain tumors. Another problem is that this dataset suffers from an imbalanced class dataset problem. To overcome this problem, we can incr...