INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Brain tumor is one of life threatening disease for
human and the treatment is challenging. Recently the disease
diagnosis industry is seeing enormous developments. Brain
tumor can be identified from Magnetic Resonance Imaging
(MRI) images. There are existing techniques available for
brain tumor detection using image processing techniques.
Some recent studies used machine learning approaches for
brain tumor detection. However, an effective model and
application is required for this life threatening disease.
Availability of dataset is an added advantage for these studies.
Nowadays, large amount of data can be preserved forresearch
and these can be used effectively by deep learning models.
Disease diagnosis through deep learning techniques are
emerging these days. In this paper, we proposed brain tumor
detection through a deep learning model, Convolutional
Neural Network (CNN). Deep learning models are achieving
good results on brain tumor detection. In this work, we
proposed an application, in which user can upload the MRI
image and detect whether tumor or normal MRI. CNN based
classification has for brain tumor detection has achieved
highest classification accuracy around 99.5%. Experimental
results showed that high precision value 99.3% for optimized
training aproches.
"An effective application to identify brain tumor using Deep Learning model", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 6, page no.c147-c151, June-2023, Available :http://www.ijnrd.org/papers/IJNRD2306218.pdf
Downloads:
000118758
ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Facebook Twitter Instagram LinkedIn