Optimizing Brain Tumor MRI Classification with Transfer Learning: A Performance Comparison of Pre-Trained CNN Models

This study aims to classify brain MRI images into several types of brain tumors using the Convolutional Neural Network (CNN) approach with transfer learning. This method has the advantage of processing complex images in a shorter time than conventional CNN approaches. In this study, the data used w...

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Bibliografske podrobnosti

Principais autores:	M. Fariz Fadillah Mardianto, Elly Pusporani, Fatiha Nadia Salsabila, Alfi Nur Nitasari, Na’imatul Lu’lu’a
Format:	Artigo
Jezik:	Inglês
Izdano:	Universitas Pendidikan Ganesha 2025-03-01
Serija:	Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI)
Teme:	Brain Tumor Detection Convolutional Neural Network (CNN) Transfer Learning VGG19 ResNet50 InceptionV3
Online dostop:	https://ejournal.undiksha.ac.id/index.php/janapati/article/view/87377
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