A framework for efficient brain tumor classification using MRI images

A framework for efficient brain tumor classification using MRI images

A brain tumor is an abnormal growth of brain cells inside the head, which reduces the patient's survival chance if it is not diagnosed at an earlier stage. Brain tumors vary in size, different in type, irregular in shapes and require distinct therapies for different patients. Manual diagnosis o...

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Bibliographic Details
Main Authors: Yurong Guan, Muhammad Aamir, Ziaur Rahman, Ammara Ali, Waheed Ahmed Abro, Zaheer Ahmed Dayo, Muhammad Shoaib Bhutta, Zhihua Hu
Format: article
Language:EN
Published: AIMS Press 2021
Subjects:
brain tumor classification
contrast enhancement
non-linear stretching
deep learning features
data augmentation
high-quality locations
mri images
deep learning
healthcare
Biotechnology
TP248.13-248.65
Mathematics
QA1-939
Online Access:https://doaj.org/article/42648b12be2f4f24ace3db36e5bef2f1
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https://doaj.org/article/42648b12be2f4f24ace3db36e5bef2f1

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