HealthMapper: A Multiple Disease Prediction System Using Machine Learning and Deep Learning
Alt Text: HealthMapper – A Multiple Disease Prediction System Using Machine Learning and Deep Learning
Title: HealthMapper: A Multiple Disease Prediction System Using Machine Learning and Deep Learning
Caption: AI-powered HealthMapper enhances disease prediction using machine learning and deep learning models.
Description: This research introduces HealthMapper, a multiple disease prediction system utilizing machine learning and deep learning techniques to improve early diagnosis and preventive healthcare.
Keywords: HealthMapper, Multiple Disease Prediction, Machine Learning, Deep Learning, Preventive Healthcare
International Journal of Engineering and Techniques – Volume 10 Issue 5, October 2024
Omkar Gaikwad1, M. A. Giri2, Asmita Jadhav3, Teena Hirekerur4, Harshal Dhage5
1Computer Department, Sinhgad Academy of Engineering, Pune. Email: omkargaik495@gmail.com
2Computer Department, Sinhgad Academy of Engineering, Pune. Email: girimadhuri02@gmail.com
3Computer Department, Sinhgad Academy of Engineering, Pune. Email: jadhavasmita1706@gmail.com
4Computer Department, Sinhgad Academy of Engineering, Pune. Email: thirekerur@gmail.com
5Computer Department, Sinhgad Academy of Engineering, Pune. Email: harshaldhage9898@gmail.com
Abstract
HealthMapper is a cutting-edge multiple disease prediction system designed to enhance early diagnosis and preventive healthcare. Utilizing machine learning algorithms such as Support Vector Machines (SVM), Logistic Regression, Naive Bayes, and Random Forest, as well as deep learning models like Convolutional Neural Networks (CNN) and YOLO, this system achieves high predictive accuracy. Integrated with personalized health recommendations and community support features, HealthMapper improves accessibility and engagement in healthcare outcomes.
Keywords
HealthMapper, Multiple Disease Prediction, Machine Learning, Deep Learning, Preventive Healthcare
How to Cite
Omkar Gaikwad, M. A. Giri, Asmita Jadhav, Teena Hirekerur, Harshal Dhage, “HealthMapper: A Multiple Disease Prediction System Using Machine Learning and Deep Learning,” International Journal of Engineering and Techniques, Volume 10, Issue 5, 2024. ISSN 2395-1303.
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