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  Published Paper Details:

  Paper Title

BRAIN TUMOUR DETECTION USING MACHINE LEARNING

  Authors

  Daksh Pruthi,  Vinayak Sadanand

  Keywords

Brain Tumor, Segmentation, Classification, Image Fusion, Magnetic Resonance Imaging.

  Abstract


In the medical field, medical image fusion plays an important role in diagnosis of brain tumors that may be classified as malignant or benign. To cut back uncertainty and minimize redundancy whereas extracting all the helpful info from the supply pictures, it's the method of grouping multiple pictures of the identical scene into one united image. SVM is employed to fuse 2 totally different visions brain tomography pictures. The image united is going to be a lot more informative than the pictures from the supply. The image united allows us to extract the characteristics of texture and wavelet. Based on supported trained and tested options, the SVM Classifier classifies brain tumors. The planned technique achieved sensitivity of 80.48 percent, accuracy of 99.69 percent and specificity of 99.9 percent. Experimental results obtained from the fusion method show that the utilization of the planned approach to image fusion shows higher performance compared to standard fusion methodologies.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2108334

  Paper ID - 211227

  Page Number(s) - d60-d66

  Pubished in - Volume 9 | Issue 8 | August 2021

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Daksh Pruthi,  Vinayak Sadanand,   "BRAIN TUMOUR DETECTION USING MACHINE LEARNING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 8, pp.d60-d66, August 2021, Available at :http://www.ijcrt.org/papers/IJCRT2108334.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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