Cognitive_Health

• 

  Mental Health Hack

Inspiration

An initiative to help people overcome the social stigma surrounding mental health. Help them identify their mental health status to an informed decision about their mental health.

What it does

The application uses the user's app statistics and searches queries to analyze the mental health status of the user and display the result.

How we built it

We used ML algorithms to predict mental health symptoms of the user using various signal like his app usage as well as his search history.

Challenges we ran into

Integrating Machine Learning Model with Android.

Accomplishments that we're proud of

We built a versatile model that integrates multiple tech stacks like Android, Machine Learning, Data Processing, and Natural Language Processing

What we learned

Most essentially teamwork. How to write, run and deploy code. Integrating the medical field with technology and bring innovation in this sector.

What's next for Cognitive_Health

We can extend the project to determine more features that are relevant to other mental disorders like anxiety, bipolar disorder, dementia, attention disorder, and attention disorder.

Built With

• android
• csv
• flask
• gunicorn
• heroku
• java
• json
• jsoup
• machine-learning
• numpy
• pandas
• pickle
• psychological
• python
• sklearn
• volley
• xml