CERTIFICATE

IMPACT FACTOR 2021

Subject Area

  • Life Sciences / Biology
  • Architecture / Building Management
  • Asian Studies
  • Business & Management
  • Chemistry
  • Computer Science
  • Economics & Finance
  • Engineering / Acoustics
  • Environmental Science
  • Agricultural Sciences
  • Pharmaceutical Sciences
  • General Sciences
  • Materials Science
  • Mathematics
  • Medicine
  • Nanotechnology & Nanoscience
  • Nonlinear Science
  • Chaos & Dynamical Systems
  • Physics
  • Social Sciences & Humanities

Why Us? >>

  • Open Access
  • Peer Reviewed
  • Rapid Publication
  • Life time hosting
  • Free promotion service
  • Free indexing service
  • More citations
  • Search engine friendly

Prediction of risk in breast cancer using fuzzy logic tool box in Matlab environment

Author: 
Valarmathi, S., Ayesha Sulthana, Ramya Rathan, Latha, K. C., Balasubramanian, S. and Sridhar, R.
Subject Area: 
Health Sciences
Abstract: 

Breast cancer risk assessment in western region of Tamil Nadu in India was carried out based on TNM (Tumor, Number of Lymph Nodes and Metastasis) staging using ID3 algorithm and Association rule. The intensity range of the breast cancer was predicted using Fuzzy logic toolbox. Out of 1,862 data the complete history of 181 breast cancer cases was obtained. The parameters involved in this study were age, sex, location, diet, year, marital status, heredity, period of illness, treatment, stages of diagnosis like Tumor [T], Number of Lymph Nodes [N] and Metastasis [M]. Eight set of fuzzy rules were used, the Mamdani max-min inference mechanism was implemented. Tumor size, number of nodes and the metastasis were used as input parameters and the breast cancer risk was obtained as an output. For fuzzification of these parameters the linguistic variables Very Serious (VS), Very Serious Moderate (VSM), Serious (S) and Not Serious (NS) were used in order to give a breast cancer risk prognosis. High breast cancer risk regions in the study area were shown in map using ID3 algorithm, Coimbatore (North and South) was found to be at highest risk for breast cancer by 20% criteria in comparison with other areas. However, this 20% criteria value in the association rule showed 18 taluks including Coimbatore to be the risk regions for breast cancer. Fuzzy Expert System (FES) predicted range of the risk of the breast cancer was found to be similar with the clinical truth.

PDF file: 

CALL FOR PAPERS

 

ONLINE PAYPAL PAYMENT

IJMCE RECOMMENDATION

Advantages of IJCR

  • Rapid Publishing
  • Professional publishing practices
  • Indexing in leading database
  • High level of citation
  • High Qualitiy reader base
  • High level author suport

Plagiarism Detection

IJCR is following an instant policy on rejection those received papers with plagiarism rate of more than 20%. So, All of authors and contributors must check their papers before submission to making assurance of following our anti-plagiarism policies.

 

EDITORIAL BOARD

CHUDE NKIRU PATRICIA
Nigeria
Dr. Swamy KRM
India
Dr. Abdul Hannan A.M.S
Saudi Arabia.
Luai Farhan Zghair
Iraq
Hasan Ali Abed Al-Zu’bi
Jordanian
Fredrick OJIJA
Tanzanian
Firuza M. Tursunkhodjaeva
Uzbekistan
Faraz Ahmed Farooqi
Saudi Arabia
Eric Randy Reyes Politud
Philippines
Elsadig Gasoom FadelAlla Elbashir
Sudan
Eapen, Asha Sarah
United State
Dr.Arun Kumar A
India
Dr. Zafar Iqbal
Pakistan
Dr. SHAHERA S.PATEL
India
Dr. Ruchika Khanna
India
Dr. Recep TAS
Turkey
Dr. Rasha Ali Eldeeb
Egypt
Dr. Pralhad Kanhaiyalal Rahangdale
India
DR. PATRICK D. CERNA
Philippines
Dr. Nicolas Padilla- Raygoza
Mexico
Dr. Mustafa Y. G. Younis
Libiya
Dr. Muhammad shoaib Ahmedani
Saudi Arabia
DR. MUHAMMAD ISMAIL MOHMAND
United State
DR. MAHESH SHIVAJI CHAVAN
India
DR. M. ARUNA
India
Dr. Lim Gee Nee
Malaysia
Dr. Jatinder Pal Singh Chawla
India
DR. IRAM BOKHARI
Pakistan
Dr. FARHAT NAZ RAHMAN
Pakistan
Dr. Devendra kumar Gupta
India
Dr. ASHWANI KUMAR DUBEY
India
Dr. Ali Seidi
Iran
Dr. Achmad Choerudin
Indonesia
Dr Ashok Kumar Verma
India
Thi Mong Diep NGUYEN
France
Dr. Muhammad Akram
Pakistan
Dr. Imran Azad
Oman
Dr. Meenakshi Malik
India
Aseel Hadi Hamzah
Iraq
Anam Bhatti
Malaysia
Md. Amir Hossain
Bangladesh
Ahmet İPEKÇİ
Turkey
Mirzadi Gohari
Iran