Codice QR

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...

Descrizione completa

Salvato in:
Autori principali: M. Fariz Fadillah Mardianto, Elly Pusporani, Fatiha Nadia Salsabila, Alfi Nur Nitasari, Na’imatul Lu’lu’a
Natura: Artigo
Lingua:Inglês
Pubblicazione: Universitas Pendidikan Ganesha 2025-03-01
Serie:Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI)
Soggetti:
Brain Tumor Detection
Convolutional Neural Network (CNN)
Transfer Learning
VGG19
ResNet50
InceptionV3
Accesso online:https://ejournal.undiksha.ac.id/index.php/janapati/article/view/87377
Tags: Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi