Brain tumors are often fatal. Therefore, accurate brain tumor image segmentation is critical
for the diagnosis, treatment, and monitoring of patients with these tumors. Magnetic …

Incorrect diagnosis of brain tumor types prevent appropriate response to medical assistance
and reduces patients' chances of survival. Examining MRI images of the patient's brain …

More than half of brain tumors are malignant tumors, so there is a need for fast and accurate
segmentation of tumor regions in brain Magnetic Resonance Imaging (MRI) images …

The segmentation of glioma by computer vision is one of the hot topics in medical image
analysis, which further helps doctors to make a better treatment plan for glioma. At present …

The symmetrical segmentation of brain tumor images is crucial for both clinical diagnosis
and computer-aided prognosis. Traditional manual methods are not only asymmetrical in …

Brain tumor is one of the most aggressive cancers in the world, accurate brain tumor
segmentation plays a critical role in clinical diagnosis and treatment planning. Although …

The accurate and fast segmentation method of tumor regions in brain Magnetic Resonance
Imaging (MRI) is significant for clinical diagnosis, treatment and monitoring, given the …

Glioma represents one of the most aggressive cancers, which can develop in the brain. The
automatic tumor segmentation and its sub‐regions represent a challenging task owing to …

Brain cancer is so deadly that diagnosis accuracy will be required before brain surgery.
Segmentation technology is important for medical imaging. CNN model is capable of …

Empty sella is an incipient disease inducing various critical illnesses, such as visual
disturbance, intrasellar tumors, and idiopathic intracranial hypertension. The pituitary stalk …