Development of Computational Framework for Identification of Psychological Disorders using Personality Parameters
The System is about ?Development of Computational Framework for identification of Psychological Disorders using Personality Parameters?. This system is intended to, predict any psychological disorders based on defined symptoms. The system will help its user to have a quick overview
2025-06-28 16:32:04 - Adil Khan
Development of Computational Framework for Identification of Psychological Disorders using Personality Parameters
Project Area of Specialization Wearables and ImplantableProject SummaryThe System is about “Development of Computational Framework for identification of
Psychological Disorders using Personality Parameters”. This system is intended to, predict any
psychological disorders based on defined symptoms. The system will help its user to have a quick
overview of disorders relevant to his/her symptoms and get prescribed treatment by the consultant.
The purpose of this system is to help people, silently suffering from different mental health illnesses and hesitates to consult any psychologist due to societal pressure. User wil enter his/her psychological symptoms and the system will tell about psychological disorder relevant to his/her
symptoms after diagnosed by the doctor and also prescribes treatment.
The framework will be implemented by using different techniques of machine learning.The models which are being used for prediction includes Random Forest,Decision Tree and Naive Bayes after entering symptoms patient will get prediction of the possible disorder. Machine learning models will analyse symptoms and give results and android application would be used to get symptoms from the patient. We have used third party tools for integration of Python and Android to develop a complete framework.With this we have a healthband, a wrist wearable that will observe person's vital signs including temprature,moisture and pulse by using oxygen meter,infrared thermometer.These values from band will be recieved on android application by using arduino Nano over bluetooth.
Benefits of the ProjectThis is totally a humanitarian project, it will benefit the society and people who are suffering from different psychological disorders. Our product will help people to get expert assistance in a reasonable price.This will also save the patients from societal pressure that worsen their situation.By providing personal assistance and guidance you can consult our registered speciallist to get help to get out of this situation.
Technical Details of Final DeliverableFinal deliverable would be a wrist wareable with DHT 11 temprature and moisture module and pulse sensors integrated to form a band.The values of these vital signs will send to android application by using arduino nano over HC 105 bluetooth module.The final product will be designed in a way that user can wear it 24/7 to have an eye on their vital signs so that any interruption in them would be detected and they would go for basic diagnosis by entering their symptoms and get neccessary directions by our registered consultant.
Final Deliverable of the Project HW/SW integrated systemCore Industry MedicalOther Industries IT , Health Core Technology Wearables and ImplantablesOther Technologies Artificial Intelligence(AI)Sustainable 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) | 44000 | |||
| Oxygen Meter | Equipment | 1 | 20000 | 20000 |
| Infrared Thermometer | Equipment | 1 | 8000 | 8000 |
| Arduino Nano with Wi-fi Module | Equipment | 1 | 5000 | 5000 |
| Humidity Sensor | Equipment | 1 | 2000 | 2000 |
| Lipo Battery | Equipment | 2 | 2000 | 4000 |
| Pena-flex | Miscellaneous | 1 | 1000 | 1000 |
| Requisite for health band | Miscellaneous | 2 | 2000 | 4000 |