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What is a real-world application of supervised learning in healthcare?
Practice Questions
Q1
What is a real-world application of supervised learning in healthcare?
Predicting patient readmission rates
Segmenting patients into groups
Identifying trends in medical research
Clustering similar diseases
Questions & Step-by-Step Solutions
What is a real-world application of supervised learning in healthcare?
Steps
Concepts
Step 1: Collect historical patient data, including information about previous hospital visits, treatments, and outcomes.
Step 2: Label the data by indicating which patients were readmitted and which were not after their initial discharge.
Step 3: Use this labeled data to train a supervised learning model, which learns to identify patterns that lead to readmission.
Step 4: Test the model with new patient data to see how accurately it predicts readmission rates.
Step 5: Implement the model in a healthcare setting to help doctors identify patients at high risk of readmission and provide them with targeted care.
No concepts available.
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