Brain tumours remain a serious health risk, and early and accurate localization is essential for successful diagnosis, prognosis and treatment planning. This study delves into the use of the Radon Transform to precisely identify the location of tumours in the brain using MRI scans. The Radon Transform derives characteristics from MRI scans by evaluating Radon coefficients, which represent intensity fluctuations in scanned regions. Upon evaluation of the graphical data, it was observed that Radon coefficient values near zero belonged to the background region and adjacent tissues, but larger values corresponded to the tumour region. Furthermore, as the tumour boundary approached, the radon coefficients increased while decreasing in the soft tissue area.This pattern was observed repeatedly for various angles. In all cases, the greatest radon values corresponded to the tumour core, indicating the transforms capacity to precisely determine and define tumour boundaries. These findings demonstrate the Radon Transforms dependability and robustness for precise tumour localization, helping early detection and treatment planning using MRI analysis.