Role of ANN Techniques in Detection of Breast Cancer
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In this work ANN techniques are applied to the WBCD data set and calculated the accuracy, sensitivity, specificity to the different networks among these entire feed forward neural network is obtained best accuracy, when compared to other networks. Hence with these came to conclude that feed forward neural network give the good performance for detecting the breast cancer with back propagation algorithm. With these a feed forward neural network with back propagation algorithm is designed for detecting the breast cancer in early stage for diagnostic efficiency, with this the probability for the p...
In this work ANN techniques are applied to the WBCD data set and calculated the accuracy, sensitivity, specificity to the different networks among these entire feed forward neural network is obtained best accuracy, when compared to other networks. Hence with these came to conclude that feed forward neural network give the good performance for detecting the breast cancer with back propagation algorithm. With these a feed forward neural network with back propagation algorithm is designed for detecting the breast cancer in early stage for diagnostic efficiency, with this the probability for the presence of breast cancer using ANN is successes that were trained by a feed forward network using back propagation algorithm to detect the breast cancer effectively in early stage differentiating between malignant and benign cases, with all these reports oncologist come to conclude that lump is cancerous and patient was affected by it. With this process oncologist can easily detect the breast cancer. It will help to patients for treatment of breast cancer at early stage and diagnostic accuracy can be significantly improved.
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