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Call for Papers:Vol.11 Issue.3

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Title: :  A New Medical Decision Support System For Diabetes And Reverse Diabetes Prediction Using Machine Learning Techniques
PaperId: :  24009
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-24009
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Harshitha MVidya Vikas Institute Of Engineering And Technology
Priya S KVidya Vikas Institute Of Engineering And Technology
Yashaswini H S Vidya Vikas Institute Of Engineering And Technology
Prajwal JVidya Vikas Institute Of Engineering And Technology
Bhrigu S Vidya Vikas Institute Of Engineering And Technology

Abstract

Information Science And Engineering
Model, Random Forest, K-Nearest Neighbors, Diabetes Mellitus, Machine Learning
Diabetes, a chronic metabolic disorder, leads to sustained elevation in internal blood glucose levels due to insufficient insulin production or cells' inability to respond to it. Its prevalence and impact on health make handling confidential healthcare data crucial. While diabetes is a one of the global health concern disease type, there's a gap in real-time applications addressing it, especially in early prediction and dietary recommendations. Our project aims to bridge this gap by developing an application that predicts diabetes early on, identifies potential reversals using trending machine learning algorithms like Random Forest, KNN, or Decision Tree, and offers tailored dietary plans. This real-time medical system, developed using Microsoft tools such as Visual Studio and SQL Server, promises to be a valuable asset for hospitals and doctors.

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IJARIIE Harshitha M, Priya S K, Yashaswini H S , Prajwal J, and Bhrigu S . "A New Medical Decision Support System For Diabetes And Reverse Diabetes Prediction Using Machine Learning Techniques" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 2656-2663
MLA Harshitha M, Priya S K, Yashaswini H S , Prajwal J, and Bhrigu S . "A New Medical Decision Support System For Diabetes And Reverse Diabetes Prediction Using Machine Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 2656-2663.
APA Harshitha M, Priya S K, Yashaswini H S , Prajwal J, & Bhrigu S . (2024). A New Medical Decision Support System For Diabetes And Reverse Diabetes Prediction Using Machine Learning Techniques. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 2656-2663.
Chicago Harshitha M, Priya S K, Yashaswini H S , Prajwal J, and Bhrigu S . "A New Medical Decision Support System For Diabetes And Reverse Diabetes Prediction Using Machine Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 2656-2663.
Oxford Harshitha M, Priya S K, Yashaswini H S , Prajwal J, and Bhrigu S . 'A New Medical Decision Support System For Diabetes And Reverse Diabetes Prediction Using Machine Learning Techniques', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 2656-2663. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_New_Medical_Decision_Support_System_For_Diabetes_And_Reverse_Diabetes_Prediction_Using_Machine_Learning_Techniques_ijariie24009.pdf (Accessed : ).
Harvard Harshitha M, Priya S K, Yashaswini H S , Prajwal J, and Bhrigu S . (2024) 'A New Medical Decision Support System For Diabetes And Reverse Diabetes Prediction Using Machine Learning Techniques', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 2656-2663IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_New_Medical_Decision_Support_System_For_Diabetes_And_Reverse_Diabetes_Prediction_Using_Machine_Learning_Techniques_ijariie24009.pdf (Accessed : )
IEEE Harshitha M, Priya S K, Yashaswini H S , Prajwal J, and Bhrigu S , "A New Medical Decision Support System For Diabetes And Reverse Diabetes Prediction Using Machine Learning Techniques," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 2656-2663, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_New_Medical_Decision_Support_System_For_Diabetes_And_Reverse_Diabetes_Prediction_Using_Machine_Learning_Techniques_ijariie24009.pdf [Accessed : ].
Turabian Harshitha M, Priya S K, Yashaswini H S , Prajwal J, and Bhrigu S . "A New Medical Decision Support System For Diabetes And Reverse Diabetes Prediction Using Machine Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 ().
Vancouver Harshitha M, Priya S K, Yashaswini H S , Prajwal J, and Bhrigu S . A New Medical Decision Support System For Diabetes And Reverse Diabetes Prediction Using Machine Learning Techniques. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(3) : 2656-2663. Available from: https://ijariie.com/AdminUploadPdf/A_New_Medical_Decision_Support_System_For_Diabetes_And_Reverse_Diabetes_Prediction_Using_Machine_Learning_Techniques_ijariie24009.pdf
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