Comparative Analysis of Brain Tumor Detection and Classification using Machine Learning Algorithms

This BSc thesis presents a comparative analysis of various Machine Learning algorithms for brain tumor detection and classification using MRI dataset. The study implements and evaluates multiple ML models to determine their accuracy, efficiency, and suitability for clinical applications. The research aims to identify the most effective approach for automated brain tumor diagnosis, providing insights for further development in medical imaging and intelligent healthcare systems.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-07
DOI
https://doi.org/10.5281/zenodo.17847313
Primary Topic
Brain Tumor Detection and Classification
Type
article
Field-Weighted Citation Impact
0.00
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article

Comparative Analysis of Brain Tumor Detection and Classification using Machine Learning Algorithms

Zenodo (CERN European Organization for Nuclear Research)
Brain Tumor Detection and Classification
article

Comparative Analysis of Brain Tumor Detection and Classification using Machine Learning Algorithms

article en

Abstract

This BSc thesis presents a comparative analysis of various Machine Learning algorithms for brain tumor detection and classification using MRI dataset. The study implements and evaluates multiple ML models to determine their accuracy, efficiency, and suitability for clinical applications. The research aims to identify the most effective approach for automated brain tumor diagnosis, providing insights for further development in medical imaging and intelligent healthcare systems.

Zenodo (CERN European Organization for Nuclear Research)
Hamdard University (PK)
Openalex Percentile: Top 42%
Brain Tumor Detection and Classification
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Comparative Analysis of Brain Tumor Detection and Classification using Machine Learning Algorithms · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS