International Journal of Advanced Innovative Technology in Engineering (IJAITE)

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Diagnosis of Brain Tumor from MRI Images Using Machine Learning

Pooja J. Shinde, Prachi V. Kale

Abstract :

The brain is the regulatory unit in the human body. It controls the functions such as memory, vision, hearing, knowledge, personality, problem-solving, etc. The main reason for brain tumors is the abandoned progress of brain cells. Many health organizations have recognized brain tumors as the second foremost dispute that causes a large number of human deaths all around the world. Identification of brain tumors at a premature stage offers an opportunity for effective medical treatment. The use of Magnetic Resonance Imaging images has been recognized as more detailed and more consistent images when compared to Computed Tomography images. There are various techniques to detect brain tumors or neoplasms. The most competent and effective algorithms are discussed in this paper after studying a number of appropriate research papers. Preprocessing brain images, segmenting them, feature extraction, clustering, and detection of the tumor are the methodologies in most research.

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