Brain Tumor

What is  Brain Tumor ?

• Brain tumor are one of the most dangerous diseases which can occur in humans.

• Sometimes tumor will be formed in the lower section of the brain, and this types of tumors are known as primary brain tumors.

•  In some cases, if the cancer present in your body spreads to your brain, then this is called secondary or metastatic  brain tumors .

• Brain tumors can either be of cancer or it can be non-cancer.

• The brain tumors are categorized into different stages or grades  according to their seriousness. 

• Doctor classified brain tumors as grade 1, grade 2, grade 3 or grade 4. higher numbers indicates more aggressive tumors.

Working of brain tumor detector

• The main work is to take image from Frontend and check image in backend.

• In this work MRI images are used to diagnose tumor in the brain.

• However the huge amount of data generated by MRI scan thwarts manual classification of tumor vs non- tumor in a particular time.

• But it having some limitations (i.e.) accurate quantitative measurements is provided for limited number of images. Hence trusted and automatic classification scheme are essential to prevent the death rate of human.

• The automatic brain tumor classification is very challenging task in large spatial & structural variability of surrounding region of brain tumor.

• In this work , automatic brain tumor detection is proposed by using CNN (Convolutional neural network) classification.