IJPR  articles are Indexed in SCOPUSClick Here     Impact Factor for Five Years is 0.13 (2013 - 2018).    

logo

INTERNATIONAL JOURNAL OF PHARMACEUTICAL RESEARCH

A Step Towards Excellence

IJPR included in UGC-Approved List of Journals - Ref. No. is SL. No. 4812 & J. No. 63703

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
Pneumonia Detection using Chest X-Ray

Author: RAGHAV RATHI, NISHANT BALAYAN, C.N.S.VINOTH KUMAR
Abstract: One of the common infection found in the world is Pneumonia. Lungs are the area where the infection spreads which is either viral infection or bacterial infection. Diagnosing of the infection involves chest X-ray. This is used by physicians to diagnose or monitor the disease. The diagnosing of the disease can be difficult as it is subjective for many reasons. Therefore computer systems are required to diagnose this disease with higher accuracy and help doctors. In the paper two convolution neural network (CNN) models .i.e. vgg16 and Inception which are well known have been used for the same. Transfer learning and ensembling have been used to increase accuracy for prediction of pneumonia. In this way combined strengths of both models have been used to achieve better and higher accuracy
Keyword: Pneumonia, CNN, Inception, Vgg16, Ensemble, Transfer Learning
DOI: https://doi.org/10.31838/ijpr/2020.12.03.181
Download: Request For Article
 












ONLINE SUBMISSION
USER LOGIN


Username
Password
Login | Register
News & Events

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