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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 6 | Month- June 2024
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Published Paper Details:
Paper Title
A SURVEY OF CONVOLUTIONAL NEURAL NETWORKS FOR MAMMOGRAMS
Authors
Likitha P, Dr. B G Prasad
Keywords
Mammogram processing, Deep Learning, Convolutional Neural Networks, Mammography
Abstract
The study of Mammograms is important as it allows an inside look into the breast health of women. It serves to be a preventive screening method for Breast Cancer. A Radiologist is able to detect variations in breast tissue such as calcifications, masses, and also comment on the density of the breast. These findings aid in the early detection and diagnosis of breast diseases. Studying a mammogram however is a tedious and time-consuming task that additionally requires a certain amount of experience. Automating detection and classification of masses, identifying regions of interest, and determination of breast density all aid a Radiologist to effectively and quickly report the findings in a Mammogram. This paper gives an overview of the current work that has been directed to accomplish this objective utilising Deep Learning techniques.
IJCRT's Publication Details
Unique Identification Number - IJCRT2007144
Paper ID - 196657
Page Number(s) - 1764-1768
Pubished in - Volume 8 | Issue 7 | July 2020
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Likitha P, Dr. B G Prasad , "A SURVEY OF CONVOLUTIONAL NEURAL NETWORKS FOR MAMMOGRAMS", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 7, pp.1764-1768, July 2020, Available at :http://www.ijcrt.org/papers/IJCRT2007144.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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