ISSN 2394-5125
 

Research Article 


EARLY DETECTION OF BREAST CANCERS USING DEEP LEARNING ALGORITHM

Prasath Alias Surendhar S, R.Vasuki.

Abstract
Deep learning method is the process of detection of breast cancer, it consist of many hidden layers to produce most appropriate outputs. This paper shows how to detect breast cancers at a very early stage using this algorithm that mostly uses computer vision, image processing, medical diagnosis and neural language processing. As like supervised learning method, it maps the input data-mammogram scanned image to a certain trained data to produce a proper result that classifies the output as benign or malignant type of tumor present in breast else it is normal. A cluster of 400 women were recruited for this research with proper ethical approval and consents from the concerned authorities. The study has succeeded in achieving its overall aim. Along with the main objective, this research has also differentiated the type of tumor that has been diagnosed.

Key words: Breast cancer, Deep learning algorithm, Relu, Sigmoid function, Softmax.


 
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How to Cite this Article
Pubmed Style

Prasath Alias Surendhar S, R.Vasuki. EARLY DETECTION OF BREAST CANCERS USING DEEP LEARNING ALGORITHM. JCR. 2020; 7(19): 4537-4541. doi:10.31838/jcr.07.19.532


Web Style

Prasath Alias Surendhar S, R.Vasuki. EARLY DETECTION OF BREAST CANCERS USING DEEP LEARNING ALGORITHM. http://www.jcreview.com/?mno=127696 [Access: September 16, 2020]. doi:10.31838/jcr.07.19.532


AMA (American Medical Association) Style

Prasath Alias Surendhar S, R.Vasuki. EARLY DETECTION OF BREAST CANCERS USING DEEP LEARNING ALGORITHM. JCR. 2020; 7(19): 4537-4541. doi:10.31838/jcr.07.19.532



Vancouver/ICMJE Style

Prasath Alias Surendhar S, R.Vasuki. EARLY DETECTION OF BREAST CANCERS USING DEEP LEARNING ALGORITHM. JCR. (2020), [cited September 16, 2020]; 7(19): 4537-4541. doi:10.31838/jcr.07.19.532



Harvard Style

Prasath Alias Surendhar S, R.Vasuki (2020) EARLY DETECTION OF BREAST CANCERS USING DEEP LEARNING ALGORITHM. JCR, 7 (19), 4537-4541. doi:10.31838/jcr.07.19.532



Turabian Style

Prasath Alias Surendhar S, R.Vasuki. 2020. EARLY DETECTION OF BREAST CANCERS USING DEEP LEARNING ALGORITHM. Journal of Critical Reviews, 7 (19), 4537-4541. doi:10.31838/jcr.07.19.532



Chicago Style

Prasath Alias Surendhar S, R.Vasuki. "EARLY DETECTION OF BREAST CANCERS USING DEEP LEARNING ALGORITHM." Journal of Critical Reviews 7 (2020), 4537-4541. doi:10.31838/jcr.07.19.532



MLA (The Modern Language Association) Style

Prasath Alias Surendhar S, R.Vasuki. "EARLY DETECTION OF BREAST CANCERS USING DEEP LEARNING ALGORITHM." Journal of Critical Reviews 7.19 (2020), 4537-4541. Print. doi:10.31838/jcr.07.19.532



APA (American Psychological Association) Style

Prasath Alias Surendhar S, R.Vasuki (2020) EARLY DETECTION OF BREAST CANCERS USING DEEP LEARNING ALGORITHM. Journal of Critical Reviews, 7 (19), 4537-4541. doi:10.31838/jcr.07.19.532