Bayes’ theorem-based diagnostic decision making
Bayes’ theorem-based diagnostic decision making. Probabilistic methods have been pursued from the beginnings of CDS, since the famous Ledley and Lusted Science paper of 1959. These have been in the form of (a) Bayes’ theorem-based diagnostic decision making, (b) decision analysis (considering decision alternatives probabilities and utilities), and (c) probabilistic prediction rules or models (such as heart disease risk). For one of these topics, discuss the relative benefits and limitations in using the approach, and perhaps how this has changed over the past 60 years.
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- M2D2.1 – Bayes’ theorem-based diagnostic decision making
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