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Speed, cost, and accuracy are three important goals in disease diagnosis. This paper proposes a machine learning-based expert system algorithm to optimize these goals and assist diagnostic decisions in a sequential decision-making setting.The algorithm consists of three components that work together to identify the sequence of diagnostic tests that attains the treatment or no test threshold probability...
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