期刊名称：International Journal of Computer Trends and Technology
电子版ISSN：2231-2803
出版年度：2019
卷号：67
期号：7
页码：62-67
DOI：10.14445/22312803/IJCTT-V67I7P110
出版社：Seventh Sense Research Group
摘要：Digital image processing in computer science is using computer algorithms to perform digital image processing operations. Digital image processing has many advantages over analog image processing as a subcategory or field of digital signal processing. It allows the input data to be applied to a much wider range of algorithms. Image processing in the medical field focuses on image capture for both diagnostic and therapeutic purposes, including the analysis, enhancement and display of images captured through Xray, ultrasound, MRI, nuclear medicine and optical imaging technologies. Image processing and analysis can be used to determine the size, volume and vasculature of a tumor or organ; flow parameters of blood or other fluids; and microscopic changes that have yet to raise any otherwise noticeable problems. A brain tumor is a mass or growth of your brain's abnormal cells. There are two main types of tumors cancerous (malignant) tumors and benign tumors.[2] Cancerous tumors can be divided into principal tumors that begin in the brain and secondary tumors that have spread elsewhere, known as tumors of brain metastasis. All brain tumor types can give rise to symptoms that vary depending on the part of the brain involved. Using fuzzy logic, our proposed methodology for identifying the brain tumor is established as a fuzzy inference system. Because fuzzy logic deals with uncertainty, its application is adequate and more effective in this area. Fuzzy Cmeans clustering algorithm along with selforganizing neural MAP network along with threshold and structure and function for proper medical data identification. First, to calculate the portion where the brain tumor is present, then identify all the parameter related to it. This methodology provides a more effective way of detecting the brain tumor and helps bring the importance of computing to the medical field that helps doctors find the tumor very easily and as quickly as possible.
