Respiratory disease prediction using mobile application
Our project is related to disease prediction we will be helping doctors in detection of respiratory diseases through our mobile application. We had trained our data set on two models and based on the accuracy we decided to choose one
2025-06-28 16:28:57 - Adil Khan
Respiratory disease prediction using mobile application
Project Area of Specialization Artificial IntelligenceProject SummaryOur project is related to disease prediction we will be helping doctors in detection of respiratory diseases through our mobile application. We had trained our data set on two models and based on the accuracy we decided to choose one
Project Objectives- Detect a better ml alogrirthm from svm and knn
- Integrate our ml model with mobile app
- Provide atleast a satisfactory accuracy in our predictions
- First we gathered data related to different diseases
- Feature extraction of those audios were done
- Then ml algorithms were trained on those extracted features
- Mobile app is being designed user will upload an audio and it will then go to our ml model and predict the disease and return the disease back to application as a result
- It can be used by doctors to detect respiratory diseases
- It will be easy to use
- Since it is a mobile app any doctor can use it at any time from any where
A mobile application will be our final deliverable where user will give a recorded audio which will be recorded by a electronic stethoscope and he will obtain disease name as a prediction if any.
Final Deliverable of the Project Software SystemCore Industry MedicalOther IndustriesCore Technology Artificial Intelligence(AI)Other TechnologiesSustainable Development Goals Good Health and Well-Being for PeopleRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 5000 | |||
| Software liscence | Miscellaneous | 1 | 5000 | 5000 |