articleIEEE AccessJan 1, 2023GOLD OA

Brain Tumor Detection and Classification Using Intelligence Techniques: An Overview

Shri Mata Vaishno Devi University · Barkatullah University · +1 more institution

Indexed incrossrefdoaj

Abstract

A tumor is carried on by rapid and uncontrolled cell growth in the brain. If it is not treated in the initial phases, it could prove fatal. Despite numerous significant efforts and encouraging outcomes, accurate segmentation and classification continue to be a challenge. Detection of brain tumors is significantly complicated by the distinctions in tumor position, structure, and proportions. The main disinterest of this study stays to offer investigators, comprehensive literature on Magnetic Resonance (MR) imaging’s ability to identify brain tumors. Using computational intelligence and statistical image processing techniques, this research paper proposed several ways to detect brain cancer and tumors. This…

Citation impact

220
total citations
FWCI
25.49
Percentile
100%
References
102
Citations per year

Authors

4

Topics & keywords

Keywords
  • Computer science
  • Categorization
  • Artificial intelligence
  • Brain tumor
  • Identification (biology)
  • Machine learning
  • Segmentation
  • Magnetic resonance imaging
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