Predicting mortality in dialysis patients due to cardiac diseases
This project is about predicting the mortality rate of hemodialysis patients suffering from cardiac disease. According to the research of National Kidney Foundation, the most common disease and cause of death in dialysis patients is cardiac disease. Our major purpose is to contribute our
Project Title
Predicting mortality in dialysis patients due to cardiac diseases
Project Area of Specialization
Project Summary
This project is about predicting the mortality rate of hemodialysis patients suffering from cardiac
disease. According to the research of National Kidney Foundation, the most common disease and
cause of death in dialysis patients is cardiac disease. Our major purpose is to contribute our
efforts and make a system in which we train our model of machine learning which will predict
the death rate due to cardiac disease.
Project Objectives
We need to develop a system for doctors that will help them in the early prediction of cardiac
diseases in hemodialysis patients. Our main objective is to facilitate doctors with our system so
that they can easily maintain the check & balance of their patients suffering from this disease.
And can measure the death rate of their patients.
Project Implementation Method
We are developing a mobile app for both Android & IOS phones. For this, we’ll work on Flutter,
Python and library name as TensorFlow. By using Python and TensorFlow we’ll train our model
and using Flutter we’ll develop our mobile app.
Benefits of the Project
The major benefit of this app will be for doctors. They will no need to manage patient’s data in
hard form, especially for hemodialysis patients. They will have a proper system in which
patient’s data could be store for further manipulations.
Moreover, it’s also has a business benefit. We will have different packages for doctors, dialysis
centers and hospitals. Everybody could be able to buy the package according to their respective
need. This how we can have our business as well and can earn money through this project.
Technical Details of Final Deliverable
We will deliver a mobile app for both Android & IOS phones. In this mobile app following
functionality will be implemented:
? Login for each doctor, hospital or dialysis center separately
? Doctors will add data of their patients into the system
? Charts & histogram will be used to show data and history of the patients
? Doctors will be able to maintain the previous records of their patients
? Each patient shall have his/her unique patient ID, which doctors will use to search
? System will show the death rate of patient due to cardiac disease
Final Deliverable of the Project
Core Industry
Other Industries
Core Technology
Other Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Travelling cost | Miscellaneous | 5 | 1200 | 6000 |
| Total in (Rs) | 6000 |
If you need this project, please contact me on contact@adikhanofficial.com
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