|
INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
Imp Links for Author
Imp Links for Reviewer
Research Area
Subscribe IJSDR
Visitor Counter
Copyright Infringement Claims
Indexing Partner
|
Published Paper Details
|
|
| Paper Title: | Diagnosis of Pneumonia on human Chest through X-ray using CNN algorithm of Deep Learning |
| Authors Name: | Avinash Bharatbhai Korat , Prof. Prakash Patel |
| Unique Id: | IJSDR2102037 |
| Published In: | Volume 6 Issue 2, February-2021 |
| Abstract: | There are lots of advantages of using deep learning in the era of increasing medical data. It is easy to know about the relationships between data algorithmically without doing any laborious work. It is difficult to diagnose lung disease without a thorax x-ray. There is a shortage of radiologists in third world countries to diagnose CT images. Our approach to removing this kind of shortage and the use of technology can close the gap of the radiologist. Our proposed model can detect pneumonia from the thorax x-ray images with precise manner and accuracy. A transfer learning approach in which a pre-trained model is used and have to modify only a few layers of the existing model to diagnose pneumonia. In our proposed work, use of RSNA pneumonia detection dataset which contains enough images to train a deep learning model. Our model provides better prediction of pneumonia on the basis of lung infection in the human body using a deep learning approach. |
| Keywords: | Convolution Neural Network, Deep Learning, Medical Image Analysis |
| Cite Article: | "Diagnosis of Pneumonia on human Chest through X-ray using CNN algorithm of Deep Learning", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.6, Issue 2, page no.257 - 262, February-2021, Available :http://www.ijsdr.org/papers/IJSDR2102037.pdf |
| Downloads: | 000337067 |
| Publication Details: | Published Paper ID: IJSDR2102037 Registration ID:192926 Published In: Volume 6 Issue 2, February-2021 DOI (Digital Object Identifier): Page No: 257 - 262 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijsdr.org
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | DOAJ : Directory of Open Access Journals |
| DRJI | Index Copernicus International | Scribd | DocStoc |
Track Paper
Important Links
Conference Proposal
ISSN
 |
 |
DOI (A digital object identifier)
  Providing A digital object identifier by DOI How to GET DOI and Hard Copy Related |
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
 |
 |
 |
Social Media
Indexing Partner |
|||
| Copyright © 2024 - All Rights Reserved - IJSDR | |||
Facebook Twitter Instagram LinkedIn