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Title: :  MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM
PaperId: :  22701
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-22701
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
SatyaAnvesh BurleVasireddy Venkatadri Institute of Technology
Dileep Kumar ChalumuriVasireddy Venkatadri Institute of Technology
Venkata Raghavendra DalavaiVasireddy Venkatadri Institute of Technology
Devaraj BurleVasireddy Venkatadri Institute of Technology
MASTANBI SHAIKVasireddy Venkatadri Institute of Technology

Abstract

Software engineering
Machine Learning, Multiple disease prediction, Public Website, and User-friendly interface
This study introduces a novel approach to healthcare-focused machine learning models, aiming to predict multiple diseases through a unified user interface. By addressing conditions such as diabetes, heart disease, and Parkinson's disease simultaneously, the system endeavors to safeguard human health and save numerous lives. The methodology involves implementing various classification algorithms, including Support Vector Machine Model and Logistic Regression, to accurately forecast these diseases. To ascertain the most effective predictor, the accuracy of each algorithm is rigorously compared. Furthermore, tailored datasets specific to each disease are employed to ensure precision in the predicted outcomes. Ultimately, the overarching goal is to leverage machine learning technology to develop a user-friendly web platform capable of forecasting diseases encompassing diabetes, heart disease, and Parkinson's disease.

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IJARIIE SatyaAnvesh Burle, Dileep Kumar Chalumuri, Venkata Raghavendra Dalavai, Devaraj Burle, and MASTANBI SHAIK. "MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 99-105
MLA SatyaAnvesh Burle, Dileep Kumar Chalumuri, Venkata Raghavendra Dalavai, Devaraj Burle, and MASTANBI SHAIK. "MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 99-105.
APA SatyaAnvesh Burle, Dileep Kumar Chalumuri, Venkata Raghavendra Dalavai, Devaraj Burle, & MASTANBI SHAIK. (2024). MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 99-105.
Chicago SatyaAnvesh Burle, Dileep Kumar Chalumuri, Venkata Raghavendra Dalavai, Devaraj Burle, and MASTANBI SHAIK. "MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 99-105.
Oxford SatyaAnvesh Burle, Dileep Kumar Chalumuri, Venkata Raghavendra Dalavai, Devaraj Burle, and MASTANBI SHAIK. 'MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 99-105. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/MACHINE_LEARNING_BASED_MULTIPLE_DISEASE_PREDICTION_SYSTEM_ijariie22701.pdf (Accessed : 01 April 2024).
Harvard SatyaAnvesh Burle, Dileep Kumar Chalumuri, Venkata Raghavendra Dalavai, Devaraj Burle, and MASTANBI SHAIK. (2024) 'MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 99-105IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/MACHINE_LEARNING_BASED_MULTIPLE_DISEASE_PREDICTION_SYSTEM_ijariie22701.pdf (Accessed : 01 April 2024)
IEEE SatyaAnvesh Burle, Dileep Kumar Chalumuri, Venkata Raghavendra Dalavai, Devaraj Burle, and MASTANBI SHAIK, "MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 99-105, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/MACHINE_LEARNING_BASED_MULTIPLE_DISEASE_PREDICTION_SYSTEM_ijariie22701.pdf [Accessed : 01 April 2024].
Turabian SatyaAnvesh Burle, Dileep Kumar Chalumuri, Venkata Raghavendra Dalavai, Devaraj Burle, and MASTANBI SHAIK. "MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 (01 April 2024).
Vancouver SatyaAnvesh Burle, Dileep Kumar Chalumuri, Venkata Raghavendra Dalavai, Devaraj Burle, and MASTANBI SHAIK. MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 01 April 2024]; 10(2) : 99-105. Available from: https://ijariie.com/AdminUploadPdf/MACHINE_LEARNING_BASED_MULTIPLE_DISEASE_PREDICTION_SYSTEM_ijariie22701.pdf
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