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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 5 | Month- May 2024
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Published Paper Details:
Paper Title
BRAIN REGION SEGMENTATION USING HYBRID FILTERING AND DEEP LEARNING ALGORITHM
Authors
Priyanka Gupta, Dr. Paresh Jain, Hari Ram Tanwar
Keywords
MRI, Brain Region, Segmentation, GGIF, WLS, CNN
Abstract
The division of brain region shapes in three measurements is basic for the investigation of various brain structures, and progressed approaches are arising constantly inside the field of neurosciences. With the improvement of high-goal miniature optical imaging, entire brain pictures can be procured at the cell level. Be that as it may, brain regions in tiny pictures are collected by discrete neurons with hazy limits, the unpredictable and variable highlights of brain regions make it trying to precisely fragment brain regions. Manual division is a solid strategy, yet is ridiculous to apply for an enormous scope. in this method, a filter named as globally guided filter is combined with the deep learning method which is CNN known as convolutional neural network. The accuracy and mean square error are mainly improved in this method according to input images given.
IJCRT's Publication Details
Unique Identification Number - IJCRT2102296
Paper ID - 203372
Page Number(s) - 2438-2441
Pubished in - Volume 9 | Issue 2 | February 2021
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Priyanka Gupta, Dr. Paresh Jain, Hari Ram Tanwar, "BRAIN REGION SEGMENTATION USING HYBRID FILTERING AND DEEP LEARNING ALGORITHM", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 2, pp.2438-2441, February 2021, Available at :http://www.ijcrt.org/papers/IJCRT2102296.pdf
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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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