Machine learning and transfer learning techniques for accurate brain tumor classification

Machine learning and transfer learning techniques for accurate brain tumor classification

Brain tumors, resulting from uncontrolled and rapid cell growth, pose significant health risks if not treated early. Despite numerous advancements, accurate segmentation and classification remain challenging. This study leverages machine learning (ML) and transfer learning techniques to classify hea...

Full description

Saved in:
Bibliographic Details
Main Authors: Seyed Matin Malakouti, Mohammad Bagher Menhaj, Amir Abolfazl Suratgar
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-12-01
Series:Clinical eHealth
Subjects:
Brain tumor
MRI images
Numerical data
Light gradient boosting machine
Transfer learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2588914124000091
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

http://www.sciencedirect.com/science/article/pii/S2588914124000091

Similar Items