منابع مشابه
Advanced decision support for complex clinical decisions
A Physician’s decision-making skills are directly related to the patient’s positive outcomes. Therefore, a wealth of medical knowledge and clinical experience are key assets for a physician to have. The goal here is to use historical clinical data and relationships processed by Artificial Intelligence (AI) techniques to aid physicians in their decision making process. Presenting this informatio...
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The University of Utah Health Sciences (UUHSC) and Intermountain Healthcare (IH) support high value clinical and translational research programs. The Utah Biohealth Initiative will facilitate next generation research by leveraging the combined resources of both institutions through an infrastructure which links biospecimens and electronic health records (EHR). During phase I of the Utah BioHeal...
متن کاملUncertainty and decisions in medical informatics.
This paper presents a tutorial introduction to the handling of uncertainty and decision-making in medical reasoning systems. It focuses on the central role of uncertainty in all of medicine and identifies the major themes that arise in research papers. It then reviews simple Bayesian formulations of the problem and pursues the generalization to the Bayesian network methods that are popular toda...
متن کاملUncertainty and Decisions in Medical Informatics 1
ion that completely disregards numerical knowledge and exploits only the structural relationships can be quite powerful and easy to use. Reggia et al. developed a set covering diagnostic model [28] that uses the bipartite graph representation but without regard for actual probabilities. A diagnostic solution in this sense is a minimal set of diseases that can cause all of the observed symptoms....
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ith an increasing concern over emerging infectious diseases, efficient and reliable public health monitoring is critical. The prototype models described in this article were built to aid public health officials in monitoring the health of their communities by increasing situational awareness and reducing false-positive identification of disease outbreaks. This comprehensive capability is needed...
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ژورنال
عنوان ژورنال: Journal of the American Medical Informatics Association
سال: 2014
ISSN: 1067-5027,1527-974X
DOI: 10.1136/amiajnl-2014-002815