Brain Tumor Detection and Classification Using Intelligence Techniques: An Overview
Shri Mata Vaishno Devi University · Barkatullah University · +1 more institution
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
- FWCI
- 25.49
- Percentile
- 100%
- References
- 102
Authors
4Topics & keywords
- Computer science
- Categorization
- Artificial intelligence
- Brain tumor
- Identification (biology)
- Machine learning
- Segmentation
- Magnetic resonance imaging