The application of deep learning approaches in context to improve health diagnosis is
providing impactful solutions. According to the World Health Organization (WHO), proper …

A brain tumour is one of the most severe illnesses that can strike both children and
teenagers. 85–90 per cent of all primary Central Nervous System (CNS) malignancies are …

In this computer world, huge data are generated in several fields. Statistics in the healthcare
engineering provides data about many diseases and corresponding patient's information …

One of its most serious diseases that may affect kids and teens is a cancerous tumor.
Gliomas account for 85% to 90% of all recurrent System (CNS) cancers. An estimated …

Abstract Background Convolutional Neural Network (CNN) has exciting advantages in the
processing of medical images. It produces the denoised and segmented results of images …

A brain tumour is one of the most dangerous conditions that may afflict children and young
adults. 90% to 92% of the all the primary leukaemias of the nervous system's are caused by …

Magnetic resonance imaging (MRI) is a powerful tool for tumor diagnosis in human brain.
Here, the MRI images are considered to detect the brain tumor and classify the regions as …

The brain tumor is a life-threatening disease which is caused by the uncontrolled spread of
cancerous cells. The diagnosis of this disease is a challenging task due to the variability and …

One of the most dangerous diseases is a brain tumor that may affect children as well as
adults both. Brain tumors are responsible for 80-90 percent of all primary Central Nervous …

░ ABSTRACT-Early identification and diagnosis of brain tumors have been a difficult
problem. Many approaches have been proposed using machine learning techniques and a …