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How can clustering be used in healthcare?
How can clustering be used in healthcare?
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Practice Questions
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Q1
How can clustering be used in healthcare?
To predict patient outcomes
To group patients with similar symptoms
To classify diseases
To automate billing processes
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Clustering can be used in healthcare to group patients with similar symptoms, aiding in diagnosis and treatment planning.
Questions & Step-by-step Solutions
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Q
Q: How can clustering be used in healthcare?
Solution:
Clustering can be used in healthcare to group patients with similar symptoms, aiding in diagnosis and treatment planning.
Steps: 5
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Step 1: Collect patient data, including symptoms, medical history, and test results.
Step 2: Use clustering algorithms to analyze the data and find patterns among patients.
Step 3: Group patients with similar symptoms into clusters.
Step 4: Review the clusters to identify common diagnoses or treatment options.
Step 5: Use the insights from the clusters to improve diagnosis and create personalized treatment plans.
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