Intelligent brain tumor detection using hybrid finetuned deep transfer features and ensemble machine learning algorithms

Intelligent brain tumor detection using hybrid finetuned deep transfer features and ensemble machine learning algorithms

Abstract Brain tumours (BTs) are severe neurological disorders. They affect more than 308,000 people each year worldwide. The mortality rate is over 251,000 deaths annually (IARC, 2020 reports). Detecting BTs is complex because they vary in nature. Early diagnosis is essential for better survival ra...

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Bibliographic Details
Main Authors: Rakesh Salakapuri, Panduranga Vital Terlapu, Kishore Raju Kalidindi, Ramesh Naidu Balaka, D. Jayaram, T. Ravikumar
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Brain tumor
Deep learning
Transfer learning
Ensemble machine learning
MRI image classification
Feature extraction
Online Access:https://doi.org/10.1038/s41598-025-08689-6
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https://doi.org/10.1038/s41598-025-08689-6

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