Brain tumor detection in MR image using superpixels, principal component analysis and template based K-means clustering algorithm

Brain tumor detection in MR image using superpixels, principal component analysis and template based K-means clustering algorithm

In the present era, human brain tumor is the extremist dangerous and devil to the human being that leads to certain death. Furthermore, the brain tumor arises more complexity of patients life with time. As a result, early detection of tumors is most crucial to save and prolong the patient’s lifetime...

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Bibliographic Details
Main Authors: Md Khairul Islam, Md Shahin Ali, Md Sipon Miah, Md Mahbubur Rahman, Md Shahariar Alam, Mohammad Amzad Hossain
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:Machine Learning with Applications
Subjects:
Magnetic resonance imaging
Segmentation
Feature extraction
Superpixels
Principal component analysis
Template based K-means algorithm
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827021000220

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http://www.sciencedirect.com/science/article/pii/S2666827021000220

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