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
RMDL: Classification of Parkinson's disease by nature-inspired Algorithm

Author: M.NAGARAJU
Abstract: Nowadays Parkinson’s disease (PD) is suffered by many people; it is a chronic and progressive illness throughout the world. This disease can be easily identified when patients come complaining about the symptoms such as tremors, the slowness of movement and freezing-of-gait. In this work, we study computerized analysis of PD and illustrate a technique to classify the diverse features of deep brain surgical images using the machine learning techniques. The feature of the deep brain can be analyzed and their features can be recognized with the help of image processing techniques. In this work, we implemented a deep learning classification technique called Random Multimodal Deep Learning (RMDL). With this technique we attain better stability and reliability through collections of deep learning methods. This approach paves a way to take diverse data as input such as manuscript, video, pictures, and emblematic. In this work, we analyzed brain images of Parkinson disease with help of RMDL. The obtained results generate consistently enhanced performance than model techniques applying on the large number of data types and categorization problems.
Keyword: deep learning, classification, RMDL, brain, performance, text, Metaheuristic, swarm optimization.
DOI: https://doi.org/10.31838/ijpr/2020.12.03.001
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