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https://www.sciencedirect.com/science/article/pii/S0933365710001053
In practice, a physician may need to obtain more tests to confirm diagnosis when the post-test probability marginally crosses the threshold. ODPF can also assist the decision of identifying the most effective or cost-effective test by using an appropriate LSFS function.Cited by: 19
https://www.ncbi.nlm.nih.gov/pubmed/20933375
A decision support system for cost-effective diagnosis. Chi CL(1), Street WN, Katz DA. Author information: (1)Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115, USA.Cited by: 19
https://experts.umn.edu/en/publications/a-decision-support-system-for-cost-effective-diagnosis
title = "A decision support system for cost-effective diagnosis", abstract = "Objective: 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.Cited by: 19
https://www.researchgate.net/publication/47382586_A_decision_support_system_for_cost-effective_diagnosis
Decision support systems are cost-effective [10] and capable of modeling the different levels of clinician's decision making strategies [11] . Apart from medical diagnosis, machine learning ...
https://dollar.biz.uiowa.edu/~street/research/aim10.pdf
Decision support systems Machine learning Optimization Feature selection Utility-based data mining Cost-effective diagnosis ABSTRACT Objective: Speed,cost,andaccuracyarethreeimportantgoalsindiseasediagnosis.Thispaperproposesa machinelearning-basedexpertsystemalgorithmtooptimizethesegoalsand assist diagnostic …
https://www.academia.edu/19188284/A_decision_support_system_for_cost-effective_diagnosis
In contrast to relation to the treatment and no-test thresholds (performed by lazy learning algorithms, eager learning algorithms, such as ANNs module 2). If the prediction is sufficiently confident, the system and decision trees, compile the data in advance and use it to makes a diagnosis…
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