Tumor Prediction in Mammogram using Neural Network

Article ID

KN60D

Tumor Prediction in Mammogram using Neural Network

Ms. P.Valarmathi
Ms. P.Valarmathi Mookambigai College of Engineering
Dr. V.Radhakrishnan
Dr. V.Radhakrishnan
DOI

Abstract

Detecting micro calcifications – early breast cancer indicators – is visually tough while recognizing malignant tumors is a highly complicated issue. Digital mammography ensures early breast cancer detection through digital mammograms locating suspicious areas with benign/- malignant micro calcifications. Early detection is vital in treatment and survival of breast cancer as there are no sure ways to prevent it. This paper presents a method of tumor prediction based on extracting features from mammogram using Gabor filter with Discrete cosine transform and classify the features using Neural Network.

Tumor Prediction in Mammogram using Neural Network

Detecting micro calcifications – early breast cancer indicators – is visually tough while recognizing malignant tumors is a highly complicated issue. Digital mammography ensures early breast cancer detection through digital mammograms locating suspicious areas with benign/- malignant micro calcifications. Early detection is vital in treatment and survival of breast cancer as there are no sure ways to prevent it. This paper presents a method of tumor prediction based on extracting features from mammogram using Gabor filter with Discrete cosine transform and classify the features using Neural Network.

Ms. P.Valarmathi
Ms. P.Valarmathi Mookambigai College of Engineering
Dr. V.Radhakrishnan
Dr. V.Radhakrishnan

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Ms. P.Valarmathi. 2013. “. Global Journal of Computer Science and Technology – D: Neural & AI GJCST-D Volume 13 (GJCST Volume 13 Issue D2): .

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Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

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GJCST Volume 13 Issue D2
Pg. 19- 24
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Tumor Prediction in Mammogram using Neural Network

Ms. P.Valarmathi
Ms. P.Valarmathi Mookambigai College of Engineering
Dr. V.Radhakrishnan
Dr. V.Radhakrishnan

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