UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
Call for Paper
Volume 11 | Issue 3 | March 2024

JETIREXPLORE- Search Thousands of research papers



WhatsApp Contact
Click Here

Published in:

Volume 9 Issue 9
September-2022
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

7.95 impact factor calculated by Google scholar

Unique Identifier

Published Paper ID:
JETIR2209299


Registration ID:
502627

Page Number

c653-c662

Share This Article


Jetir RMS

Title

Pneumonia Detection using X-rays Image Preprocessing

Abstract

In this research, a machine learning based self-diagnostic website is proposed and implemented for self-diagnosis. The proposed website provides major functionality, quick pneumonia diagnosis. Due to increase in chest diseases in country, it is essential to provide awareness about pneumonia. Government’s attempt to decrease rate of various chest infections through implementations of different schemes and regulations. As not need much, therefore, the use of such websites can help patient’s to detect there disease. This proposed website makes use of machine learning by comparing current image to a model trained with thousands of x-rays. Patient’s x-ray image can be uploaded to website and further classified to normal or infected category. The proposed prototype website can be further developed into android application, accuracy can be further improved using inception v2 algorithm and this web-app can be collaborated with hospitals and doctors and live doctor-patient consult session feature can be added.

Key Words

Convolution Neural Networks, Image Preprocessing, CNN, Deep learning, Pneumonia prediction, Machine Learning

Cite This Article

"Pneumonia Detection using X-rays Image Preprocessing", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 9, page no.c653-c662, September-2022, Available :http://www.jetir.org/papers/JETIR2209299.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Pneumonia Detection using X-rays Image Preprocessing", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 9, page no. ppc653-c662, September-2022, Available at : http://www.jetir.org/papers/JETIR2209299.pdf

Publication Details

Published Paper ID: JETIR2209299
Registration ID: 502627
Published In: Volume 9 | Issue 9 | Year September-2022
DOI (Digital Object Identifier):
Page No: c653-c662
Country: Nagpur, Maharashtra, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


Preview This Article


Downlaod

Click here for Article Preview

Download PDF

Downloads

000180

Print This Page

Current Call For Paper

Jetir RMS