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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
Deep Learning Model with VGG16 Model for Brain Tumour Detection
Authors
Vatasal Tandon, Girija Shankar Sahoo
Keywords
Brain Tumour, Snake Segmentation, PNLM Filter, VGG16, CNN
Abstract
A mass or collection of abnormal brain cells is referred to as a brain tumour. The skull, in which the brain is housed, is exceedingly sturdy. Every form of tumor's growth in this constrained space results in numerous issues. There are several phases involved in the detection of brain tumours, including pre-processing, segmentation, feature extraction, and classification. Several strategies, including image filtering employing PNLM filtering techniques and snake segmentation for segmentation, have been proposed in past research work. Transfer learning will be employed for classification in the final stage. The VGG16 and CNN models are combined to create the transfer learning model. Python will be used to implement the suggested model, and accuracy, precision, and recall will be evaluated of the outcomes.
IJCRT's Publication Details
Unique Identification Number - IJCRT2405184
Paper ID - 258812
Page Number(s) - b688-b695
Pubished in - Volume 12 | Issue 5 | May 2024
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.39259
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Vatasal Tandon, Girija Shankar Sahoo, "Deep Learning Model with VGG16 Model for Brain Tumour Detection", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 5, pp.b688-b695, May 2024, Available at :http://www.ijcrt.org/papers/IJCRT2405184.pdf
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Volume 12 | Issue 7
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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