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Download PDF by Margarita Sordo, Tonya Hongsermeier (auth.), Prof. Hiro: Advanced Computational Intelligence Paradigms in Healthcare

By Margarita Sordo, Tonya Hongsermeier (auth.), Prof. Hiro Yoshida, Dr. Ashlesha Jain, Ajita Ichalkaranje, Prof. Lakhmi C. Jain, Dr. Nikhil Ichalkaranje (eds.)

This publication offers the most contemporary examine effects at the purposes of computational intelligence in healthcare. The contents include:

  • Information version for administration of medical content
  • State-based version for administration of style II diabetes
  • Case-based reasoning in medicine
  • Assessing the standard of care in synthetic intelligence environment
  • Electronic scientific checklist to ascertain health care professional decisions
  • Multi-agent structures for the administration of group healthcare
  • Assistive wheelchair navigation
  • Modelling therapy approaches utilizing details extraction
  • Neonatal ache detection utilizing face type techniques
  • Medical schooling interfaces utilizing digital patients

The publication is directed to the pc scientists, clinical practitioners, scientists, professors and scholars of well-being technological know-how, laptop technological know-how and similar disciplines.

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Additional resources for Advanced Computational Intelligence Paradigms in Healthcare – 1

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Washington, DC: Committee on quality of health care in America, Institute of Medicine, National Academy, 1999 18. Bates DW, Shu K, Narasimhan D, Horsky J. Comparing time spent writing orders on paper and physician computer order entry. Proc AMIA Symp 2000:965 19. Lee F, Teich JM, Spurr CD, Bates DW. Implementation of physician order entry: User satisfaction and self-reported usage patterns. J Am Med Inform Assoc 1996;3:42–55 Partners Healthcare Order Set Schema 25 20. Object management group – UML.

7 Conclusions The proposed OS Schema presented in this chapter is part of the infrastructure to expand and support content development at Partners HealthCare System. Our first step is to deploy the OS Schema so that existing content in the OSs in both BWH and MGH CPOE systems can be successfully extracted and mapped into the proposed schema. In this way, “hardwired” knowledge could be mapped into taxonomies of relevant terms, definitions and associations, resulting in formalized conceptual models and ontologies with explicit, consistent, user-meaningful relationships among concepts.

Asymptomatic patients should be screened at least annually to determine the presence of any CAD symptoms. CHD risk factors include dyslipidemia, hypertension, smoking, family history of premature coronary disease, and presence of micro- or macroalbuminuria [8, 21]. Recommendations issued by the American Diabetes Association include the following [22]: 1. Evaluate patients based on the risk criteria outlined above 2. Refer patients with symptoms to cardiologist for further evaluation 3. Metformin is contraindicated in patients with treated congestive heart failure.

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