Predictive Modeling Process in Healthcare Quiz
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Questions and Answers

What does ROC stand for in healthcare data analysis?

  • Receiver Operating Characteristic (correct)
  • Radiation Oncology Center
  • Rate of Clinical Sensitivity
  • Rapid Organizational Change

    • What information does the area under an ROC curve provide about a test?

  • It displays the test's accuracy
  • It shows the test's speed of results
  • It indicates the test's cost
  • It reveals the benefit of using the test (correct)

    • What is the best cut-off value for a test in terms of true and false positive rates?

  • Highest true positive rate and lowest false positive rate (correct)
  • Lowest true positive rate and lowest false positive rate
  • Lowest true positive rate and highest false positive rate
  • Highest true positive rate and highest false positive rate

    • How is predictive analytics in healthcare defined?

    <p>Analyzing current and historical healthcare data for informed decisions</p> Signup and view all the answers

    What does predictive analytics help healthcare professionals to predict?

    <p>Disease outbreaks</p> Signup and view all the answers

    What is one of the uses of predictive analytics in healthcare?

    <p>Improving patient care methods</p> Signup and view all the answers

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