INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15
Analysis of Brain Tumor Detection Using Machine Learning
Authors Name:
Jagpreet Kour Dariya
, Prof. Rupatai Lichode
Unique Id:
IJSDR1908033
Published In:
Volume 4 Issue 8, August-2019
Abstract:
Brain Tumor which is also known as intracellular tumor, contains abnormal mass of tissues in which cells grow uncontrollably, seemingly unchecked by mechanism which control normal cells. Astrocytoma, Glioblastoma, Oligodendroglioma are the types of tumor we have included in our dataset for analysis. We are going to use neural network based algorithm named Convolutional Neural Network for Classification purpose.. In Section 1 Introduction about the tumor is represented, background is given in Section 2, Proposed method is described in Section 3, experimental results are given in Section 4, and finally Conclusion is given in Section 5.
Keywords:
Convolutional Neural Network, Astrocytoma, Glioblastoma, Oligodendroglioma, Rectified Linear Unit, Recall, Precision
Cite Article:
"Analysis of Brain Tumor Detection Using Machine Learning", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.4, Issue 8, page no.212 - 216, August-2019, Available :http://www.ijsdr.org/papers/IJSDR1908033.pdf
Downloads:
000337217
Publication Details:
Published Paper ID: IJSDR1908033
Registration ID:190922
Published In: Volume 4 Issue 8, August-2019
DOI (Digital Object Identifier):
Page No: 212 - 216
Publisher: IJSDR | www.ijsdr.org
ISSN Number: 2455-2631
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