BNFOthon_2024

Health and Biomedical Informatics PROMPT 2

Create an app or dashboard that can predict whether someone is at high risk for 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.

Resources:

• COVID-19 Dataset

Logistic Regression Model:

• Logistic-ML-COVID-19.ipynb

Nueral Network Model:

• neural_covid_classifier.py

Nueral Network Usage:

• See example_run.sh

GUI Code:

• nodejstest Added short todo, with short explanation of the most current major bug. connected HTML, CSS, JavaScript, and python. Documentation nonexistent, sorry. Uses node.js and express

GUI Demo:

• AppDemo.mp4
• replit link here