A Novel Deep Learning Method for Recognition and Classification of Brain Tumors from MRI Images

A Novel Deep Learning Method for Recognition and Classification of Brain Tumors from MRI Images

A brain tumor is an abnormal growth in brain cells that causes damage to various blood vessels and nerves in the human body. An earlier and accurate diagnosis of the brain tumor is of foremost important to avoid future complications. Precise segmentation of brain tumors provides a basis for surgical...

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Bibliographic Details
Main Authors: Momina Masood, Tahira Nazir, Marriam Nawaz, Awais Mehmood, Junaid Rashid, Hyuk-Yoon Kwon, Toqeer Mahmood, Amir Hussain
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Diagnostics
Subjects:
MRI
brain tumor
Mask-RCNN
deep learning
Online Access:https://www.mdpi.com/2075-4418/11/5/744

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