Call for Papers:Vol.12 Issue.2

Submission
Last date		 28-Apr-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-2. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  A Review for Segmentation for Brain MRI Images using Fuzzy Logic
PaperId: :  2407
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2407
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Maulik MangukiyaSilver Oak College of Engineering and Technology, Ahmadabad, Gujarat, India
Ritika LohiyaSilver Oak College of Engineering and Technology, Ahmadabad, Gujarat, India

Abstract

I.T.
White Matter , White Matter Lesion (WML), Fuzzy C means clustering (FCM), Geostatistical Possibilistic Clustering (GPC), Geostatistical Fuzzy c-means Clustering (GFCM).
Image processing techniques are widely used in different medical field for improving early detection of disease. Early detection is necessary for discover the disease at initial stage and giving a proper treatment for that. White Matter Lesions (WMLs) are small areas of dead cells found in parts of the brain. In general, it is difficult for medical experts to accurately quantify the WMLs due to decreased contrast between White Matter (WM) and Grey Matter (GM). The aim of this paper is to automatically detect the White Matter Lesions which is present in the brains of elderly people. WML detection process includes the following stages: 1. Image pre-processing, 2. Clustering (Fuzzy c-means clustering (FCM), Geostatistical Possibilisticclustering (GPC) and Geostatistical Fuzzy clustering (GFCM)). 1 st method of white matter segmentation is FCM (Fuzzy c-means clustering) and it is based on fuzzy logic. 2 nd method is GPC (Geostatistical Possibilistic Clustering) and it is based on possibilistic approach. 3 rd method is GFCM (Geostatistical Fuzzy c-means Clustering)and it is based on fuzzy logic and possibilistic approach.The detection results reveal that GFCM better localizes the largeregions of lesions and gives less false positive rate when compared to FCM and GPC which captures thelargest loads of WMLs only in the upper ventral horns of the brain.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Maulik Mangukiya, and Ritika Lohiya. "A Review for Segmentation for Brain MRI Images using Fuzzy Logic" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 1245-1251
MLA Maulik Mangukiya, and Ritika Lohiya. "A Review for Segmentation for Brain MRI Images using Fuzzy Logic." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 1245-1251.
APA Maulik Mangukiya, & Ritika Lohiya. (2016). A Review for Segmentation for Brain MRI Images using Fuzzy Logic. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 1245-1251.
Chicago Maulik Mangukiya, and Ritika Lohiya. "A Review for Segmentation for Brain MRI Images using Fuzzy Logic." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 1245-1251.
Oxford Maulik Mangukiya, and Ritika Lohiya. 'A Review for Segmentation for Brain MRI Images using Fuzzy Logic', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 1245-1251. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_Review_for_Segmentation_for_Brain_MRI__Images_using_Fuzzy_Logic_ijariie2407.pdf (Accessed : 14 February 2020).
Harvard Maulik Mangukiya, and Ritika Lohiya. (2016) 'A Review for Segmentation for Brain MRI Images using Fuzzy Logic', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 1245-1251IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_Review_for_Segmentation_for_Brain_MRI__Images_using_Fuzzy_Logic_ijariie2407.pdf (Accessed : 14 February 2020)
IEEE Maulik Mangukiya, and Ritika Lohiya, "A Review for Segmentation for Brain MRI Images using Fuzzy Logic," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 1245-1251, May-Jun 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_Review_for_Segmentation_for_Brain_MRI__Images_using_Fuzzy_Logic_ijariie2407.pdf [Accessed : 14 February 2020].
Turabian Maulik Mangukiya, and Ritika Lohiya. "A Review for Segmentation for Brain MRI Images using Fuzzy Logic." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 (14 February 2020).
Vancouver Maulik Mangukiya, and Ritika Lohiya. A Review for Segmentation for Brain MRI Images using Fuzzy Logic. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 14 February 2020]; 2(3) : 1245-1251. Available from: http://ijariie.com/AdminUploadPdf/A_Review_for_Segmentation_for_Brain_MRI__Images_using_Fuzzy_Logic_ijariie2407.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 2/14/2020 10:30:28 PM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Exploring the Intersection between Nigeria’s Cyber policy and National Security: An Examination of International Cooperation, Legal Frameworks and Regulatory ComplianceCyber security and legal frameworksAmaefule I.A Download
IoT-Based Elderly Emergency Health Monitoring System integrated with a Smart Ambulance mechanismInformation TechnologyRJ Shinde Download
Decentralized Voting System Using Ethereum BlockchainInformation Science and EngineeringDr. D. SIVAKUMAR Download
Enhancing Historical Consciousness through Digital Storytelling among Grade 11 General Academic Strand Students of Purisima National High School”SOCIAL SCIENCECHARITY P. CANONIGO Download
Comprehensive Framework for Real-Time Hand Gesture Recognition on Mobile Platforms using Machine Learning,TensorFlow Lite, Keras, MediaPipe, OpenCV and NumPyInformation Technology / Computer Engineering / Machine LearningRoshani Rajesh khobragade Download
WEALTH: YOUR SMART EXPENSE TRACKER AND FINANCIAL ADVISORInformation TechnologyPratiksha Mankar Download
Brain Tumor DetectionBrain Tumor Detection Using PythonPallavi Gajbhiye Download
SUVIDHA An E-commerce website for Local LaboursInformation Technology Aman Milind Mandape Download
Comprehensive Framework for Real-Time Hand Gesture Recognition on Mobile Platforms using Machine Learning, TensorFlow Lite, Keras, MediaPipe, OpenCV and NumPyInformation Technology / Computer Engineering / Machine LearningRoshani Rajesh khobragade Download
EDUNEXUS – A Student Development ApplicationInformation TechnologyNamrata Kanhole Download
Review on Festagram: An Event Management System for CollegesInformation science and engineeringAdarsh Download
Deep Learning Based 3D Object Detection and Pose EstimationComputer EngineeringPayal Behune Download
AI-Based Dynamic Route Generation and Optimization Using Real-Time Traffic and Road ParametersInformation Technology EngineeringAniket Ubale Download
SMART EXPIRY DATE TRACKER WITH FOOD RECOMMENDATIONSInformation Science and EngineeringMr Pradeep Nayak Download
A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTSInformation Science and EngineeringKratika Sudarshan Halankar Download
12