Transfer learning with pre-trained CNNs for MRI brain tumor multi-classification: A comparative study of VGG16, VGG19, and inception models

• Main Authors: Abd. Aziz, Siti Nurfarahin, Dziyauddin, Rudzidatul Akmam, Mohd. Noor, Norliza
• Format: Conference or Workshop Item
• Published: 2023
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/107764/; http://dx.doi.org/10.1109/NBEC58134.2023.10352589
• Institution: Universiti Teknologi Malaysia

In the field of medical imaging and diagnosis, the advancement of machine learning techniques has brought about significant progress. The classification of brain images, particularly in the context of brain tumors, has evolved from traditional methods to more sophisticated approaches like deep learn...