Tuesday 23rd of April 2024
 

Survey of Intelligent Methods for Brain Tumor Detection


Mandhir Kaur and Rinkesh Mittal

This review paper surveys some primary and critical research question of the methods that involve non-invasive approach for detection of brain tumor using image processing techniques and the main question whether the process can be webified with intelligence algorithm. This paper includes a study of recent state of art technologies, techniques and algorithms used in tumor detection. This paper discusses and summarises the issues related to validity of these methods as well their performance. Exhaustive lists of machine learning algorithms that have been used for this purpose have been examined for the reason and importance of their use for tumor detection. Then one of the section the quality and quantity of the image dataset which has been used have been surveyed, question like whether real type of cases or simulated cases have been used to build the premises and thesis of research work have also been examined from papers solicited on this particular topic, this too has also been done questioning the relevance, significance of features being used in tumor detection. Above all, we have examined how this system can be part of new technologies like cloud with intelligence.

Keywords: MRI scan, Brain Tumor Segmentation, Feature Extraction, Machine Learning, Computer Aided Diagnosis

Download Full-Text


ABOUT THE AUTHORS

Mandhir Kaur
Mandhir Kaur was born in Punjab. She received her B.Tech degree in Electronics & communication from Rayat & Bahra Institute of Engineering & Bio- Technology, Sahoran (Kharar). She is currently pursuing her M.tech in ECE from CGC college of Engineering Landran (Mohali),India.

Rinkesh Mittal
Dr. Rinkesh Mittal is presently HOD of ECE department in CGC college of Engineering, Landran (Mohali). He has done his PhD in the field of ultra wide band antenna from S.n. University, Ranchi. He has completed his M.tech from Uptu university. He has completed his B.tech in ECE from Uptu university. He has published many papers in national and international journals. He has more than 10 year’s academic experience


IJCSI Published Papers Indexed By:

 

 

 

 
+++
About IJCSI

IJCSI is a refereed open access international journal for scientific papers dealing in all areas of computer science research...

Learn more »
Join Us
FAQs

Read the most frequently asked questions about IJCSI.

Frequently Asked Questions (FAQs) »
Get in touch

Phone: +230 911 5482
Email: info@ijcsi.org

More contact details »