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Title: :  IDENTIFICATION OF TUMOUR USING K-MEANS ALGORITHM
PaperId: :  1411
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 1 Issue 5 2015
DUI:    16.0415/IJARIIE-1411
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
MS.G.DURGADEVIHINDUSTAN UNIVERSITY
DR.HIMANSHU SHEKHARHINDUSTAN UNIVERSITY

Abstract

ELECTRONICS AND COMMUNICATION ENGINEERING
Mammogram, Breast cancer, k-means algorithm
Breast cancer is cancer that develops from breast tissue. Signs of breast cancer may include a lump in the breast, a change in breast shape, dimpling of the skin, fluid coming from the nipple, or a red scaly patch of skin. In those with distant spread of the disease, there may be bone pain, swollen lymph nodes, shortness of breath, or yellow skin. The uncontrolled division of cells is termed as cancer. It is a highly heterogeneous disease and western women commonly witness this. Mammography is used to diagnose breast cancer. Sometimes the mammography results and additional tests may be performed in special circumstances.This basic test mode helps in identifying breast cancer at early stage and this early stage detection would support in recovering more number of women from this serious disease. Medical centres depute highly skilled radiologists & were given responsibility of analysing this mammography results but still human errors are inevitable. An error frequency ratio is high when radiologists exhausted in their analysis task and leads variations in either observations i.e., internal or external observation. Also, quality of the image plays vital role in Mammographic sensitivity and leads variation. In this research work, the automation process using k-means clustering algorithm is attempted in diagnosis of breast cancer. The algorithm yielded a quality analysis process for breast cancer images.

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IJARIIE MS.G.DURGADEVI, and DR.HIMANSHU SHEKHAR. "IDENTIFICATION OF TUMOUR USING K-MEANS ALGORITHM" International Journal Of Advance Research And Innovative Ideas In Education Volume 1 Issue 5 2015 Page 227-231
MLA MS.G.DURGADEVI, and DR.HIMANSHU SHEKHAR. "IDENTIFICATION OF TUMOUR USING K-MEANS ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education 1.5(2015) : 227-231.
APA MS.G.DURGADEVI, & DR.HIMANSHU SHEKHAR. (2015). IDENTIFICATION OF TUMOUR USING K-MEANS ALGORITHM. International Journal Of Advance Research And Innovative Ideas In Education, 1(5), 227-231.
Chicago MS.G.DURGADEVI, and DR.HIMANSHU SHEKHAR. "IDENTIFICATION OF TUMOUR USING K-MEANS ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education 1, no. 5 (2015) : 227-231.
Oxford MS.G.DURGADEVI, and DR.HIMANSHU SHEKHAR. 'IDENTIFICATION OF TUMOUR USING K-MEANS ALGORITHM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 5, 2015, p. 227-231. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/IDENTIFICATION_OF_TUMOUR_USING_K_MEANS_ALGORITHM_ijariie1411.pdf (Accessed : 24 February 2016).
Harvard MS.G.DURGADEVI, and DR.HIMANSHU SHEKHAR. (2015) 'IDENTIFICATION OF TUMOUR USING K-MEANS ALGORITHM', International Journal Of Advance Research And Innovative Ideas In Education, 1(5), pp. 227-231IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/IDENTIFICATION_OF_TUMOUR_USING_K_MEANS_ALGORITHM_ijariie1411.pdf (Accessed : 24 February 2016)
IEEE MS.G.DURGADEVI, and DR.HIMANSHU SHEKHAR, "IDENTIFICATION OF TUMOUR USING K-MEANS ALGORITHM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 5, pp. 227-231, Nov-Dec 2015. [Online]. Available: https://ijariie.com/AdminUploadPdf/IDENTIFICATION_OF_TUMOUR_USING_K_MEANS_ALGORITHM_ijariie1411.pdf [Accessed : 24 February 2016].
Turabian MS.G.DURGADEVI, and DR.HIMANSHU SHEKHAR. "IDENTIFICATION OF TUMOUR USING K-MEANS ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 1 number 5 (24 February 2016).
Vancouver MS.G.DURGADEVI, and DR.HIMANSHU SHEKHAR. IDENTIFICATION OF TUMOUR USING K-MEANS ALGORITHM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2015 [Cited : 24 February 2016]; 1(5) : 227-231. Available from: https://ijariie.com/AdminUploadPdf/IDENTIFICATION_OF_TUMOUR_USING_K_MEANS_ALGORITHM_ijariie1411.pdf
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