MRI Segmentation for CAD of Brain Tumor: A Review

Autor:	Alpana Pandey, Nancy Modi, Niyojeet Shrirao, Radhika Malpani, Vijayshri Chaurasia
Rok vydání:	2019
Předmět:	medicine.medical_specialty medicine.diagnostic_test Computer science Brain tumor Magnetic resonance imaging CAD Image segmentation medicine.disease Region of interest medicine Segmentation Radiology Brain tumor segmentation Mri segmentation
Zdroj:	SSRN Electronic Journal.
ISSN:	1556-5068
DOI:	10.2139/ssrn.3576459
Popis:	A brain tumor is a deadly disease and exists in a variety of shapes and sizes. Magnetic Resonance Images (MRI) segmentation is a functional solution for diagnosis of brain tumor. MRI segmentation is a crucial step in a task in Computer-Aided Diagnosis of brain tumor for identification of the region of interest. Segmentation separates tumor tissues from the rest of the details of the MR image which in turn governs the quality of Computer-Aided Diagnosis (CAD) system of brain tumor. A wide variety of segmentation techniques have been proposed for the identification of tumors in brain MRI. This paper presents a review of state-of-art brain tumor segmentation techniques and shows qualitative and quantitative performance comparison of existing methods.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::3e6a12404004210dca2809960c2662bd https://doi.org/10.2139/ssrn.3576459 Zobrazit plný text záznamu