MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM

SatyaAnvesh Burle; Dileep Kumar Chalumuri; Venkata Raghavendra Dalavai; Devaraj Burle; MASTANBI SHAIK

MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM

March 2024

Vol-10, Issue-2

Paper ID: 22701

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Software engineering

Keywords

Machine Learning Multiple disease prediction Public Website and User-friendly interface

Abstract

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.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	SatyaAnvesh Burle	Vasireddy Venkatadri Institute of Technology
2	Dileep Kumar Chalumuri	Vasireddy Venkatadri Institute of Technology
3	Venkata Raghavendra Dalavai	Vasireddy Venkatadri Institute of Technology
4	Devaraj Burle	Vasireddy Venkatadri Institute of Technology
5	MASTANBI SHAIK	Vasireddy Venkatadri Institute of Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

Burle, SatyaAnvesh, Chalumuri, Dileep Kumar, Dalavai, Venkata Raghavendra, Burle, Devaraj, & SHAIK, MASTANBI (2024). MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM. International Journal of Advance Research and Innovative Ideas In Education, 10(2), 99-105.

MLA Style

Burle, SatyaAnvesh, et al. "MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 2, 2024, pp. 99-105.

IEEE Style

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, 2024.

Vancouver Style

Burle SatyaAnvesh, Chalumuri Dileep Kumar, Dalavai Venkata Raghavendra, Burle Devaraj, SHAIK MASTANBI. MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(2):99-105.

Harvard Style

Burle, SatyaAnvesh, Chalumuri, Dileep Kumar, Dalavai, Venkata Raghavendra, Burle, Devaraj, & SHAIK, MASTANBI (2024) 'MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM', International Journal of Advance Research and Innovative Ideas In Education, 10(2), pp. 99-105.

Chicago Style

Burle, SatyaAnvesh, et al. "MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM." International Journal of Advance Research and Innovative Ideas In Education 10, no. 2 (2024): 99-105.

Turabian Style

Burle, SatyaAnvesh, et al. "MACHINE LEARNING BASED MULTIPLE DISEASE PREDICTION SYSTEM." International Journal of Advance Research and Innovative Ideas In Education 10, no. 2 (2024): 99-105.