Optimizing brain tumor classification through feature selection and hyperparameter tuning in machine learning models

Optimizing brain tumor classification through feature selection and hyperparameter tuning in machine learning models

Accurately classifying brain tumors using images is extremely important for prognosis and treatment planning. In this study, we have developed an optimized approach using machine learning techniques to classify brain tumors. Our method involves preprocessing the images, extracting features, selectin...

Full description

Bibliographic Details
Main Authors: Mst Sazia Tahosin, Md Alif Sheakh, Taminul Islam, Rishalatun Jannat Lima, Mahbuba Begum
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Brain tumor classification
Brain cancer
Brain tumor
Machine learning
Hyperparameter tuning
Feature extraction
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914823002605

Internet

http://www.sciencedirect.com/science/article/pii/S2352914823002605

Similar Items