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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 8 | Month- August 2026

Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)

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  Published Paper Details:

  Paper Title

EARLY DETECTION OF BREAST CANCER USING LINEAR ADAPTIVE FILTERS AND CALCIUM COUNT IN MAMMOGRAMS

  Authors

  SHATANJAY MISHRA,  PAVAN KUMAR

  Keywords

filters for region of interest, histogram,Equalizer,Edge detector,Morphology etc.

  Abstract


Breast cancer is one of the leading causes to women mortality in the world. Primary prevention is not possible since the cause of this disease is still not understood. However, existing methods of treatment are very effective against breast cancer in its early phase when the balance between the tumor and its host is more favorable. Therefore, removal of the cancer while it is still in its early stage is the most promising way to achieve a significant change in the current breast cancer situation using mammograms. Mammograms are among the most difficult radiological images to interpret by radiologists. Dense breasts, improper technical factors, or simple oversight by radiologists may contribute to the failure of detecting micro calcifications. The proposed work presents a novel approach for detection of Micro calcifications in mammograms using Nonlinear Filter. The method consists of Image Denoising using Median Filter, Image Contrast Enhancement by applying a Nonlinear Operator followed by an Edge Detection method using Co-ordinate Logic Filter. The experimental results show that the proposed method can locate Microcalcifications in an efficient way.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT1892587

  Paper ID - 189152

  Page Number(s) - 529-539

  Pubished in - Volume 6 | Issue 2 | April-2018

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  SHATANJAY MISHRA,  PAVAN KUMAR,   "EARLY DETECTION OF BREAST CANCER USING LINEAR ADAPTIVE FILTERS AND CALCIUM COUNT IN MAMMOGRAMS", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 2, pp.529-539, April-2018, Available at :http://www.ijcrt.org/papers/IJCRT1892587.pdf

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Call For Paper August 2026
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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