*Five Years Citation in Google scholar (2016 - 2020) is. 1451*   *    IJPR IS INDEXED IN ELSEVIER EMBASE & EBSCO *       

logo

INTERNATIONAL JOURNAL OF PHARMACEUTICAL RESEARCH

A Step Towards Excellence
Published by : Advanced Scientific Research
ISSN
0975-2366
Current Issue
Article In Press
No Data found.
ADOBE READER

(Require Adobe Acrobat Reader to open, If you don't have Adobe Acrobat Reader)

Index Page 1
Click here to Download
IJPR 9[3] July - September 2017 Special Issue

July - September 9[3] 2017

Click to download
 

Article Detail

Label
Label
Segmentation And Calculation Of Volume Of Tumor On Mri Using Efficient Feature Extraction Techniques

Author: NISHA JOSEPH, D MURUGAN, BASIL JOHN THOMAS, RAMYA A
Abstract: Brain tumor is caused mainly due to uncontrolled cell divisions and abnormality in the cells. It is essential to detect tumor in the early phase so that it will be useful for diagnosis and treatment of tumor. Basically volume for any object or the image is calculated using the area. In the same way volume of the tumor region is calculated by means of tumor area. Tumor volume is used for analyzing the progression of tumor and for acquiring the need for changes to be done in the treatment plans. BRATS dataset was used for analyzing the performance of the system. The system is designed in the way such that first preprocessing step is carried out to enhance the input image, then feature extraction, Segmentation and classification is carried out. Finally after classifying the tumor, volume of the tumor region is calculated using volume of ellipsoid formula. Volume of ellipsoid is used to calculate the tumor region, because most of the tumors are in hemisphere or ellipsoid shape. The proposed system provides better accuracy and helps the doctors to predict tumors accurately.
Keyword: Preprocessing, Feature Extraction, Segmentation, SVM Classification, Volume Estimation.
DOI: https://doi.org/10.31838/ijpr/2020.12.04.595
Download: Request For Article
 




ONLINE SUBMISSION
USER LOGIN


Username
Password
Login | Register
News & Events
SCImago Journal & Country Rank

Terms and Conditions
Disclaimer
Refund Policy
Instrucations for Subscribers
Privacy Policy

Copyrights Form

0.12
2018CiteScore
 
8th percentile
Powered by  Scopus
Google Scholar

hit counters free