Brain tumor occurs owing to uncontrolled and rapid growth of cells. If not treated at an initial
phase, it may lead to death. Despite many significant efforts and promising outcomes in this …

INTRODUCTION: Image segmentation in medical physics plays a vital role in image
analysis to identify the affected tumour. The process of subdividing an image into its …

One of the most crucial tasks in any brain tumor detection system is the isolation of abnormal
tissues from normal brain tissues. Interestingly, domain of brain tumor analysis has …

Over the past few years, a tremendous change has occurred in computer‐aided diagnosis
(CAD) technology. The evolution of numerous medical imaging techniques has enhanced …

Human brain tumor detection and classification are time-consuming however vital tasks for
any medical expert. Assistance via computer aided diagnosis is commonly used to enhance …

The brain tumor, the most common and aggressive disease, leads to a very shorter lifespan.
Thus, planning treatments is a crucial step in improving a patient's quality of life. In general …

Magnetic resonance imaging (MRI) is a standard tool for the diagnosis of stroke, but its
manual interpretation by experts is arduous and time-consuming. Thus, there is a need for …

Brain is the master and commanding organ of human body. Human brain is affected by
many dangerous diseases. Brain tumor or neoplasm is the abnormal growth of tissues in the …

The segmentation of brain tumors in medical images is a crucial step of clinical treatment.
Manual segmentation is time consuming and labor intensive, and existing automatic …

Robust and accurate detection and segmentation of heterogenous tumors appearing in
different anatomical organs with supervised methods require large-scale labeled datasets …