Detection and Localization of Brain Tumors on MRI Images Using the YOLO Algorithm

This study addresses the critical need for early and accurate brain tumor diagnosis on MRI images by comparing five versions of the YOLO algorithm (YOLOv5, YOLOv7, YOLOv8, YOLOv9, and YOLOv12) with consistent parameters. Utilizing a pre-annotated Kaggle MRI brain dataset, the research meticulously v...

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Autors principals:	Zaky Indra Bayu Satria, Catur Supriyanto
Format:	Artigo
Idioma:	Inglês
Publicat:	Politeknik Negeri Batam 2025-08-01
Col·lecció:	Journal of Applied Informatics and Computing
Matèries:	brain tumor detection deep learning object detection mri yolo
Accés en línia:	https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/10047
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