Smart Deep Learning Based Health Care System for Prediction of Dengue Virus in Patients

Project Title

Smart Deep Learning Based Health Care System for Prediction of Dengue Virus in Patients

Project Area of Specialization Artificial IntelligenceProject Summary

As dengue virus is a very common now-a-days in Pakistan and over 14000 cases are appeared in a week and there’s no any specific measures to avoid dengue fever. The purpose of the project is to design and develop a system that predicts the chances of patient to be affected by dengue virus. System will diagnose dengue fever in patients based on symptoms provided, so that early measures could be taken.

We’ll use deep learning algorithms to build a system that will take dengue patients data as input and able to make predictions about their chances to be affected by this virus and will also diagnose disease(dengue) in patient.

We’ll integrate our prediction tool with our web application where users of different classes of society including doctors, patients, students etc will create account and use the tool.

Project Objectives

To predict the chances of being infected by Dengue fever and to diagnose it in patients, to examine severeness of dengue fever, based on symptoms provided, so their precious lives can be saved.

Project Implementation Method

We will be using Deep learning algorithms to build model, that model will predict Dengue virus outbreak and also diagnose virus in patients.

Benefits of the Project

This project will be helpful for both government and public. As government can predict the outbreak of virus and take precautionary measures. And it will also be helpful in diagnosing virus in patients.

Technical Details of Final Deliverable

• User will just interact with web based interface.
• Server system will predict outbreak of virus or diagnose disease based on model's output.
• Report will be generated based on model's output.

Final Deliverable of the Project Software SystemCore Industry HealthOther Industries Education , IT , Medical Core Technology Artificial Intelligence(AI)Other Technologies Artificial Intelligence(AI)Sustainable Development Goals Good Health and Well-Being for People, Life on LandRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	60000
GeForce GTX 1060 with accessories	Equipment	1	60000	60000