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Streamlit prediction app hosted on Heroku that classifies patients as suitable or not for ACDF outpatient treatment

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ACDF Outpatient Surgery Predictor

From the Mayfield clinic: "Anterior cervical discectomy and fusion (ACDF) is a surgery to remove a herniated or degenerative disc in the neck."

This Streamlit app hosted on Heroku recommends if ACDF outpatient surgery is suitable for a particular patient by predicting the probability of an outpatient surgery without complications given patient characteristics. Here's a link to the the current app (takes ~20 seconds to load).

Here's a screenshot of a recent version of the app:

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Streamlit prediction app hosted on Heroku that classifies patients as suitable or not for ACDF outpatient treatment

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