Brain Tumor Detection Using Machine Learning

  • Unique Paper ID: 170223
  • Volume: 11
  • Issue: 6
  • PageNo: 3232-3234
  • Abstract:
  • Brain tumor detection via machine learning, specifically with MRI scans, is a significant advancement in medical imaging. The method aims to enhance diagnostic accuracy for brain neoplasms, aiding in early detection and precise classification. It involves preprocessing MRI data and employing convolutional neural networks (CNNs) to extract complex features. Training, validation, and testing utilize a large annotated dataset encompassing various tumor types and stages. Key steps include data collection, preprocessing, and feature extraction

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{170223,
        author = {Ushadevi M B and Mythri S U and Ananya R and Yashodha K N},
        title = {Brain Tumor Detection Using Machine Learning},
        journal = {International Journal of Innovative Research in Technology},
        year = {2024},
        volume = {11},
        number = {6},
        pages = {3232-3234},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=170223},
        abstract = {Brain tumor detection via machine learning, specifically with MRI scans, is a significant advancement in medical imaging. The method aims to enhance diagnostic accuracy for brain neoplasms, aiding in early detection and precise classification. It involves preprocessing MRI data and employing convolutional neural networks (CNNs) to extract complex features. Training, validation, and testing utilize a large annotated dataset encompassing various tumor types and stages. Key steps include data collection, preprocessing, and feature extraction},
        keywords = {Brain tumor detection, Machine learning, MRI scans, Convolutional Neural Networks, Preprocessing, Annotated dataset.},
        month = {November},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 6
  • PageNo: 3232-3234

Brain Tumor Detection Using Machine Learning

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