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The most reliable way to diagnose breast cancer in the current practice of medicine is through pathological examination of a biopsy which has a certain level of subjectivity. To reduce this subjectivity and have a mathematical model for diagnosing breast cancer tissues, a fully automatic method based on microscopic biopsy image is presented. The novel technique is based on a four-step procedure: the...
In this study, diagnosis of breast cancer, the second type of the most widespread cancer in women, was performed with an evolutionary artificial neural network approach based on adaptive genetic algorithm with strong macro-search capability and global optimization, which was used to optimize initial weights and thresholds of the network. Experimental results had better precision and much lower computational...
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