IJPR  articles are Indexed in SCOPUS (2010 - 2021)Click Here     *Five Years Citation in Google scholar (2016 - 2020) is. 1451*        Now IJPR is Q2 in SJR Ranking     Scopus Coverage of IJPR (2010-2021 Issue 1)          Journal is Currently Not Indexed in Scopus as on february 2021 list provided by scopus

logo

INTERNATIONAL JOURNAL OF PHARMACEUTICAL RESEARCH

A Step Towards Excellence
Published by : Advanced Scientific Research
ISSN
0975-2366
Current Issue
No Data found.
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
BreastCancerAnalysisusingMachineLearning Algorithm – A Comprehensive Study

Author: VIBITH S, DR.JOBIN CHRIST M C
Abstract: Breast cancer has been encountered as the 2nd biggest reason for cancer fatalities with women aging between 40 to 55 succeeding lung cancer. According to data from the national cancer registry, young women are showing an increased incidence of breast cancer with 48% of patients below 50 years of age. Bearing the emergency of this issue in mind, this paperwork comprehends several research articles that took breast cancer as their problem for analysis. In breast cancer research, the ML techniques could be employed for distinguishing and forecast cancer. These ML techniques could forecast whether cancer is malignant or benign. Hence in this work, an elaborate literature review has been done on the role of a machine learning algorithm in breast cancer investigation. Different algorithms of Machine Learning techniques that are applied by the medical researchers for an effective and early prediction and detection of cancer cells have been studied and introduced. The disparate machine learning algorithm that is taken for the review work is SVM (Support Vector Machine), ANN (Artificial Neural Networks), Bayesian networks (BN), and DT (Decision Trees). Hope this research article presents a clear idea to the researchers working in this area.
Keyword: Breast cancer, ANN (Artificial Neural Networks), Support Vector Machine (SVM), Bayesian networks (BN), Decision Trees (DT)
DOI: https://doi.org/10.31838/ijpr/2020.12.04.521
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