Abstract- Astrocytoma is the most common and serious disease with a high grade and short life expectancy. Therefore, planning effective therapy is crucial to enhance patients' quality of life. Malignancies in different organs, such as the brain, lung, liver, chest, and libido, are usually diagnosed using image procedures like computed tomography (CT), magnetic resonance imaging (MRI), and computerized tomography. Among these techniques, MRI is considered superior in diagnosing brain tumors. However, the identification of tumors by humans in a specific time period is difficult due to the enormous amount of data generated by an MRI scan. Moreover, MRI has limitations as quantitative data is not commonly available for all images.

| DOI: 10.17148/IARJSET.2023.10837