|
|||||||||||||||
|
INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
||||||||||||||
Issue: May 2024
Volume 9 | Issue 5
Review Result and Publication of Paper within : 2-3 days
Click Here For more DetailsFor Authors
Forms / Download
Published Issue Details
Editorial Board
Other IMP Links
Facts & Figure
Impact Factor : 8.76
Issue per Year : 12
Volume Published : 9
Issue Published : 96
Article Submitted :
Article Published :
Total Authors :
Total Reviewer :
Total Countries :
Indexing Partner
Join RMS/Earn 300
Licence
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
Published Paper Details
|
|
| Paper Title: | An Overview of Development of a Novel Artificial Intelligence and Machine Learning Based Model for Diabetes Healthcare Sector |
| Authors Name: | Shashi Bhushan Singh , Dr. Arjun Singh |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_218889
|
| Published Paper Id: | IJNRD2404505 |
| Published In: | Volume 9 Issue 4, April-2024 |
| DOI: | |
| Abstract: | The world has now moved into the era of Data Science, and tools that have traditionally been applied to other domains are now being considered in healthcare. Diabetes is a metabolic disorder characterized by an excessive level of glucose in the blood due to either insulin resistance or insulin deficiency. This research focuses on data science concepts from AI, ML, DM, and DL. It provides several approaches to utilize these techniques for analyzing clinical data, forecasting, monitoring, and understanding the management of Diabetes Mellitus. Although using AI in healthcare is a new research field, recent studies have explored the application of AI in healthcare for treatment effectiveness, healthcare management, fraud and abuse detection, patient behavior analysis, customer relationship management, and more. This research aims to propose an AI model for healthcare, identifying the qualitative characteristics of patients, preparing the dataset for mining, and detecting diabetes using AI to improve the treatment effectiveness, which will save time and enhance it for faster treatment and diagnosis. The primary objective of this thesis is to design and develop a novel automated and improved machine learning classification model for the classification of diabetes mellitus and designing a deep learning model for the classification of Diabetic Retinopathy, representing the performance ratio as the accuracy ratio. |
| Keywords: | Machine Learning, Diabetic Retinopathy, Artificial Intelligence, Data Sources |
| Cite Article: | "An Overview of Development of a Novel Artificial Intelligence and Machine Learning Based Model for Diabetes Healthcare Sector", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 4, page no.f29-f37, April-2024, Available :http://www.ijnrd.org/papers/IJNRD2404505.pdf |
| Downloads: | 00024 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
| Publication Details: |
Published Paper ID:IJNRD2404505 Registration ID: 218889 Published In: Volume 9 Issue 4, April-2024 DOI (Digital Object Identifier): Page No: f29-f37 Country: Gaya, Bihar, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2404505 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2404505 |
| Share Article: |
|
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijnrd.org
| Semantic Scholar | Microsaoft Academic | ORCID | Zenodo |
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | PUBLON |
| DRJI | SSRN | Scribd | DocStoc |
ISSN Details
 |
 |
|
ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
Journal Starting Year (ESTD) : 2016
DOI (A digital object identifier)
Conference
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Important Details
Social Media
Licence
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Join RMS/Earn 300
| Copyright © 2024 - All Rights Reserved - IJNRD |
Facebook Twitter Instagram LinkedIn