Abstract: Finding brain tumors and improving patient care are the driving forces behind this research. Tumors are unpredictable cell enlargements in a person's brain, and the phrase "cancer," for refers to benign tumors. Brain tumors can also be detected by DNA testing, spine poke, retinal arteryogram, and A positron Field Spectroscopy. MRI scan pictures are acquired for this examination in order to analyze the illness state.

The goals of this investigation are to:i) recognize abnormalities in images; and ii) section the tumor region. The segmental mask can be used to evaluate the tumor's density, which will aid in treatment. The algorithm for deep learning is used to look for anomalies in MRI pictures. The tumor region is divided using complex thresholding. The average density pf the impacted area is indicated by the proportion of cancerous pixels.

Keywords:  CT or MRI scans, Malignant tumours.

| DOI: 10.17148/IARJSET.2024.11742