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Title: :  Decision Support System for predicting Diseases using A.I.
PaperId: :  24735
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 4 2024
DUI:    16.0415/IJARIIE-24735
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ritika ChatterjeeVishwakarma Institute of Information Technology
Dharmesh SharmaVishwakarma Institute of Information Technology
Ansh VijayvargiyaVishwakarma Institute of Information Technology
Vedant KulkarniVishwakarma Institute of Information Techonology

Abstract

AI in Healthcare
Artificial Intelligence, Diabetes diagnosis, Heart disease diagnosis, Parkinson's disease diagnosis, Remote monitoring
This study presents a novel medical decision support system leveraging Artificial Intelligence to diagnose Diabetes, Heart Disease, and Parkinson's disease through a unified platform. Our approach integrates three distinct machine learning models, each specifically trained on individual datasets for the respective conditions. The system's frontend, developed using Streamlit, features dedicated pages for diabetes, heart disease, and Parkinson's, enabling users to input relevant bloodwork details and receive immediate diagnostic feedback. This streamlined navigation allows medical professionals to efficiently assess multiple conditions from a single interface. The system is particularly beneficial for rural areas with limited access to specialized medical practitioners, where a single healthcare worker, such as a nurse, can use the tool to provide early diagnoses and prevent major health issues. Additionally, the system is cost-effective by reducing the need for specialized equipment and personnel, time-efficient by providing rapid diagnostic results, and supports remote monitoring, allowing patients to receive care without traveling to healthcare facilities. Its interoperability with other healthcare systems ensures seamless data flow and comprehensive patient management. Key findings demonstrate the models' high accuracy and robustness, potentially improving patient outcomes and healthcare delivery in underserved regions.

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IJARIIE Ritika Chatterjee, Dharmesh Sharma, Ansh Vijayvargiya, and Vedant Kulkarni. "Decision Support System for predicting Diseases using A.I." International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 4 2024 Page 2055-2062
MLA Ritika Chatterjee, Dharmesh Sharma, Ansh Vijayvargiya, and Vedant Kulkarni. "Decision Support System for predicting Diseases using A.I.." International Journal Of Advance Research And Innovative Ideas In Education 10.4(2024) : 2055-2062.
APA Ritika Chatterjee, Dharmesh Sharma, Ansh Vijayvargiya, & Vedant Kulkarni. (2024). Decision Support System for predicting Diseases using A.I.. International Journal Of Advance Research And Innovative Ideas In Education, 10(4), 2055-2062.
Chicago Ritika Chatterjee, Dharmesh Sharma, Ansh Vijayvargiya, and Vedant Kulkarni. "Decision Support System for predicting Diseases using A.I.." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 4 (2024) : 2055-2062.
Oxford Ritika Chatterjee, Dharmesh Sharma, Ansh Vijayvargiya, and Vedant Kulkarni. 'Decision Support System for predicting Diseases using A.I.', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 4, 2024, p. 2055-2062. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Decision_Support_System_for_predicting_Diseases_using_A_I__ijariie24735.pdf (Accessed : 19 December 2024).
Harvard Ritika Chatterjee, Dharmesh Sharma, Ansh Vijayvargiya, and Vedant Kulkarni. (2024) 'Decision Support System for predicting Diseases using A.I.', International Journal Of Advance Research And Innovative Ideas In Education, 10(4), pp. 2055-2062IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Decision_Support_System_for_predicting_Diseases_using_A_I__ijariie24735.pdf (Accessed : 19 December 2024)
IEEE Ritika Chatterjee, Dharmesh Sharma, Ansh Vijayvargiya, and Vedant Kulkarni, "Decision Support System for predicting Diseases using A.I.," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 4, pp. 2055-2062, Jul-Aug 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Decision_Support_System_for_predicting_Diseases_using_A_I__ijariie24735.pdf [Accessed : 19 December 2024].
Turabian Ritika Chatterjee, Dharmesh Sharma, Ansh Vijayvargiya, and Vedant Kulkarni. "Decision Support System for predicting Diseases using A.I.." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 4 (19 December 2024).
Vancouver Ritika Chatterjee, Dharmesh Sharma, Ansh Vijayvargiya, and Vedant Kulkarni. Decision Support System for predicting Diseases using A.I.. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 19 December 2024]; 10(4) : 2055-2062. Available from: https://ijariie.com/AdminUploadPdf/Decision_Support_System_for_predicting_Diseases_using_A_I__ijariie24735.pdf
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