Team 4: Covid Classifier

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  Covid Classifier logo

Inspiration

Health and Biomedical Informatics Prompt 2 Create an app or dashboard that can predict whether someone is at high risk for hospitalization with COVID-19. Goal: Build a machine learning model that, given a COVID-19 patient's current symptom, status, and medical history, will predict whether the patient is at high risk or not. This can either have a graphical user interface or just be a script.

What it does

Allows for users to answer a questions about risk factors before returning a risk index.

How we built it

Unsupervised Machine Learning Algorithm Trained on this data set: https://www.kaggle.com/datasets/meirnizri/covid19-dataset

GUI built with node.js, CSS, HTML5

Challenges we ran into

Validation, missingness, etc Finishing the connection of frontend and backend Deployment

Accomplishments that we're proud of

Multiple models with a GUI

What we learned

Time management, teamwork, AI, node.js

Link to code

link here

Built With

• css
• html5
• javascript
• node.js
• python