Important Details
IJCRT - International Peer Reviewed, Open Access Journal, Multidisciplinary, Monthly, Nominal(Low) Fees for Professional Research Services International Journal of Creative Research Thoughts - IJCRT Peer Review Journal, Refereed Journal, Peer Reviewed Journal , Referred Journal and Indexed Journal, Open access, Online and Print Journal,international Journal Open Access, Accepted by Indian and foreign university ,IJCRT Followed Norms, guidelines, requirement, listing criteria and methodology of score/point also applied from: Scopus , Web of Science , UGC Approved , UGC CARE, UGC-CARE .
UGC Approved Journal No: 49023 (18)
UGC approval Link
https://ijcrt.org/ugc%20approval.jpg
All Policy and Approval
Please Like Our Facebook Page and get 100 of in DOI | DOI and Hard copy of Certificate Provide if required. | www.IJCRT.org | editor@IJCRT.org | WhatsApp: 7990172303
Publication Details:
- Paper Submission : 30-Jun-2024. Call For Paper (Volume 12 | Issue 6 | Month- June 2024)
- Acceptance/Rejection Notification: Within 02-04 Days.
- Paper Publish: Within 02-04 Days after submitting all documents.
-
Submit Your Paper Any time There No deadline.
-
Publication fees with free DOI: 1500 INR for Indian author & 55$ for foreign International author.
Please Like Our Facebook Page and get 100 INR off in DOI | DOI and Hard copy of Certificate Provide if required.
Licence and Indexing
Indexing In Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar | AI-Powered Research Tool, Microsoft Academic, Academia.edu, arXiv.org, Research Gate, CiteSeerX, ResearcherID Thomson Reuters, Mendeley : reference manager, DocStoc, ISSUU, Scribd, and many more | High Impact Factor: 7.97 | Digital object identifier (DOI) and Hard Copy of certificate Provided.
Licence
DOI
ISSN Approved impact factor: 7.97 
Creative Common 
Valid as per new UGC Gazette regulations 
INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 6 | Month- June 2024
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (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)
Contact Us Click Here
WhatsApp Contact Click Here
Published Paper Details:
Diagnosis of diabetes may be achieved via the use of deep learning and convolutional long short-term memory networks.
Authors
Harshita Rathi,Ashok Kumar Behera
Downlaod Center
Keywords
Convolutional long short-term memory; diabetes prediction; machine learning; pre-processing
Abstract
With the rising prevalence of diabetes worldwide, there is a growing need for accurate and timely detection methods to enable early intervention and management. In this study, we propose a novel approach for diabetes detection leveraging the power of deep learning techniques, specifically employing Convolutional Long Short-Term Memory (ConvLSTM) networks.
Our methodology involves the integration of ConvLSTM networks, which combine the spatial understanding of convolutional layers with the temporal memory capabilities of LSTM layers. This unique architecture enables the model to capture both spatial and temporal dependencies within sequential medical data, such as time-series information from glucose monitoring.
To validate the efficacy of our approach, we conducted experiments on a comprehensive dataset comprising diverse patient profiles. The dataset includes information such as glucose levels, insulin sensitivity, and other relevant health indicators. Our proposed ConvLSTM-based model demonstrates superior performance in diabetes detection compared to traditional machine learning methods and other deep learning architectures.
Furthermore, we explore the interpretability of the model predictions, providing insights into the key features and temporal patterns influencing diabetes detection. This not only enhances the model's transparency but also contributes to a better understanding of the complex relationships within the data.
The results of our study indicate that the proposed ConvLSTM-based approach holds promise as an effective and accurate tool for diabetes detection. The integration of deep learning techniques in healthcare, particularly in diabetes diagnosis, can pave the way for more personalized and timely interventions, ultimately improving patient outcomes.
IJCRT's Publication Details
Unique Identification Number - IJCRT2402260
Paper ID - 251077
Author type - Indian Author
Page Number(s) - c256-c267
Pubished in - Volume 12 | Issue 2 | February 2024
DOI (Digital Object Identifier) -
No Of Downloads - 66
Author Country - India, 491001, Durg, Durg, 491001, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Published Paper PDF : - http://www.ijcrt.org/papers/IJCRT2402260
Published Paper URL: : - http://ijcrt.org/viewfull.php?&p_id=IJCRT2402260
Published Paper PDF Downlaod: - download.php?file=IJCRT2402260
Download Your article
Cite this article
Harshita Rathi,Ashok Kumar Behera, "Diagnosis of diabetes may be achieved via the use of deep learning and convolutional long short-term memory networks.", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 2, pp.c256-c267, February 2024, Available at :http://www.ijcrt.org/papers/IJCRT2402260.pdf
License
Article Preview
Types of Articles invited
Research Papers, Survey Papers, Study Papers, Subjective Papers, Experimental Result Papers, Analysis Study Research Papers, Informative Article, Comparison Papers, Case Studies Papers, Review Papers, Comparative Studies, Dissertation Chapters, Research Proposals or Synopsis, Working Projects, New Innovation & Idea, Prototypes and Models and many More
Call For Paper
About IJCRT (Refereed Journal, Peer Journal and Indexed Journal )
About IJCRT
The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies.
The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world.
IJCRT is Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (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)
The open access supports the rights of users to read, download, copy, distribute, print, search, or link to the full texts of these articles provided they are properly acknowledged and cited.
Indexing In Google Scholar, SSRN, ResearcherID-Publons,
Semantic Scholar | AI-Powered Research Tool, Microsoft Academic, Academia.edu, arXiv.org, Research Gate, CiteSeerX, ResearcherID Thomson Reuters, Mendeley : reference manager, DocStoc, ISSUU, Scribd, and many more
International Journal of Creative Research Thoughts (IJCRT)
ISSN: 2320-2882 | Impact Factor: 7.97 | Impact Factor: 7.97 and Monthly-Peer-reviewed, and Refereed Journals.
Open Access Processing Charges or Publication fees with free DOI : ₹1500 INR for Indian author & 55$ for foreign International author.
Refereed Journal, Peer Journal and Indexed Journal
Publication Issue Frequency : Monthly (12 issue Per Year Annually)
Journal Discipline and Subject : Multidisciplinary,Monthly,Multilanguage (Regional language supported) .
Publisher and Managed By : IJPUBLICATION (ijpublication.org).
Publication Supported Languages: Allow All Multiple Languages (Regional language supported).
Provide DOI and Hard copy of Certificate.
High impact factor and 50+ index database and Fast paper publication.
Nominal Fee for Professional Research Services, Low cost research journal.
Publication Guidelines : COPE Guidelines
Quick, Fast, automatic Speedy Review and publication Process
Notification of Review Result and publication - Within 02-03 Days.
Provide Free e-certificate to all author and DOI (Digital Object Identifiers) to All Paper.
Download all digital data from website anytime lifetime available.
Indexing of paper in all major online journal databases.
Low Publication Charge 1500 INR per single paper Publication with Maximum 5 Author for indian author & 55$ for foreign International author.
Paper Submission Till : 29 June 2024
Review Results (Acceptance/Rejection) Notification : Within 02-03 Days
Paper Publication Time : Paper Publish: Within 02-03 Days after submitting all the required documents.
Submit your Paper Submit your paper
Call For Paper (Volume 12 | Issue 6 | Month- June 2024)
Licence and Indexing
Indexing In Google Scholar, ResearcherID Thomson Reuters, Mendeley : reference manager, Academia.edu, arXiv.org, Research Gate, CiteSeerX, DocStoc, ISSUU, Scribd, and many more | High Impact Factor: 7.97 | Digital object identifier (DOI) and Hard Copy of certificate Provided.
Licence
DOI
ISSN Approved Impact Factor: 7.97
Creative Common
Valid as per new UGC Gazette regulations 
Features
Impact Factor: 7.97 and ISSN approved. Impact Factor: 7.97 Calculated by google scholar Call For Paper (Volume 12 | Issue 6 | Month- June 2024) Quick, Fast, automatic Speedy Review Process Notification of Review Result - Within 02-03 Days. Publication of Paper - Within 02-03 Days.
Provide Free DOI(Digital Object Identifiers) to All Paper. Provide Hard copy of certificate based on request. Indexing of paper in all major online journal databases. SEO effective and Automated Metadata Citation Generator.
Open-Access peer reviewed International Journal Fully Automated and Secure https Website Author can Check Publication Process status online. EMail and SMS notification to the author for each Process stage. Paper and Soft Copy of "Certificate" Available life time on website.
Qualifed & Experience Reviewers from Well-known Institutes/Universities among the world. Social Media, Email and Call Support 24*7. Google Scholar, ResearcherID Thomson Reuters Indexing. Author Research Guidelines & Support.
Indexing Partners
Call For Paper June 2024
Call For Papers
June 2024
Volume 12 | Issue 6
Last Date :
30-Jun-2024
Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
June 2024
Volume 12 | Issue 6
Last Date :
30-Jun-2024
Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
Published Issue Details
For Authors
Forms / Downloads
Other IMP Links
Indexing Partner
Research Area
LICENSE
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
DOI Details
CONFERENCE
CONFERENCE MANAGMENT & PUBLICATION CONFERENCE PROPOSAL
RECENT CONFERENCE
CONFERENCE PROPOSAL CONFERENCE PROCEEDINGS
CONFERENCE PROPOSAL CONFERENCE PROCEEDINGS
For Reviewer /Referral (RMS) Earn 500 per paper
Important Links
NEWS & Conference
Digital Library
IJCRT RMS | Earn 500 Per Paper.
Open Access
LICENSE
Indexing Partner
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (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)
