HEART-O-K

• 

  probability of heart disease in the individual.

• 

  patient entering the information to check for heart disease.

• 

  Information of the patient that is being entered.

• 

  When recommending medicines, the view will be something of this kind.

• 

  login page

• 

  sign up page

• 

  home page from where the patient can jump directly to report/check/logout.

What it does My project provides a simple ui where you can check for probability of heart disease and get recommendations for medicines and drugs correspondingly.

How I built it

I built a simple prediction model using best out ml algorithms available like glm, gbm,svr, etc. After that I prepared my own data of medicines by scraping data from medlife, etc and give recommendations using collaborative filtering.

Challenges I ran into

I face difficulty while building medicines data set. Also, results were not that accurate in the past, so i had to work a lot.

Accomplishments that I'm proud of

The website that i designed provides a very simple ui that anyone is able to operate. Results are promising.

What's next for HEART-O-K

I would like to extend this project for another diseases like thyroid, etc.

Built With

• css
• google-web-speech-api
• html
• javascript
• parse
• r
• rshiny
• server