A Data Science Project For The Prediction Of TB
The global burden of tuberculosis (TB) and antibiotic resistance is attracting the attention of researchers to develop some novel and rapid diagnostic tools. Although, the conventional methods like culture are considered as the gold standard, they are time consuming in diagnostic procedure, during w
2025-06-28 16:24:58 - Adil Khan
A Data Science Project For The Prediction Of TB
Project Area of Specialization Computer ScienceProject SummaryThe global burden of tuberculosis (TB) and antibiotic resistance is attracting the attention of researchers to develop some novel and rapid diagnostic tools. Although, the conventional methods like culture are considered as the gold standard, they are time consuming in diagnostic procedure, during which there are more chances in the transmission of disease. Further, the Xpert MTB/RIF assay offers a fast diagnostic facility within 2 h, but due to low sensitivity in some sample types may lead to more serious state of the disease. The role of computer technologies is now increasing in the diagnostic procedures. Here, in the current study we have applied the artificial neural network (ANN) that predicted the TB disease based on the TB suspect data.
Project ObjectivesTo provide a happy and healthy of the people of the society.
To make us able to pridect thst the person is suffering from TB.
To make a surtain step to start a tretment after the pridection of TB.
To provide a system that will help in proper madication of TB.
Project Implementation Method- Planning
- Requirements
- Design
- Coding
- Testing
- Acceptance Testing.
- To save time by giving a quick result.
- To save money.
- No need to pay high for the tests.
- An easy to use Interface.
- No need to buy expensive machines for only “TB” testing.
Smart Application(
Analysis of proposed scheme………………………. 1 month
Preparation of Scheme ……………………………….. 1 month
Implementation of scheme/model...……………. 1 ½ month
Analysis of Simulation ………………………………… 1 month
Result Formulation ……………………………………… 1 month
Final Write-up thesis Submission ………………… 2 week
)
Final Deliverable of the Project HW/SW integrated systemCore Industry HealthOther Industries IT , Medical Core Technology Artificial Intelligence(AI)Other 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) | 80000 | |||
| Smart phone | Equipment | 1 | 20000 | 20000 |
| Smart watch | Equipment | 1 | 20000 | 20000 |
| Sensor Device | Equipment | 1 | 30000 | 30000 |
| Printing pages, stationary, rent thesis, binding, internet packages | Miscellaneous | 10 | 1000 | 10000 |