Download e-book for iPad: Advanced Computational Intelligence Paradigms in Healthcare by Margarita Sordo, Tonya Hongsermeier (auth.), Prof. Hiro

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

ISBN-10: 3540475230

ISBN-13: 9783540475231

This publication offers probably the most fresh study effects at the functions of computational intelligence in healthcare. The contents include:

  • Information version for administration of scientific content
  • State-based version for administration of variety II diabetes
  • Case-based reasoning in medicine
  • Assessing the standard of care in synthetic intelligence environment
  • Electronic clinical checklist to check doctor decisions
  • Multi-agent structures for the administration of group healthcare
  • Assistive wheelchair navigation
  • Modelling remedy methods utilizing details extraction
  • Neonatal discomfort detection utilizing face category techniques
  • Medical schooling interfaces utilizing digital patients

The publication is directed to the pc scientists, scientific practitioners, scientists, professors and scholars of wellbeing and fitness technology, laptop technological know-how and comparable disciplines.

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Additional resources for Advanced Computational Intelligence Paradigms in Healthcare – 1

Sample text

The first level consists of two main states: diabetes preventive care and diabetes long-term management (top and bottom of Fig. 3, respectively). Each main state consists of three substates (second level). The diabetes preventive care state (top half of Fig. 3) focuses on providing regular screening for early detection of symptoms and complications; initial diagnosis of type II diabetes; and preventive services to help patients develop and maintain healthy lifestyle habits, and minimize the risk for complications.

Target Specifics – indicates the suitability of the OS for specific target groups in terms of age, gender, and acuity of symptoms. , medications, laboratory test results, allergies, previous diagnoses, family history), and current diagnosis. Partners Healthcare Order Set Schema 15 – Knowledge Rules – provides real-time decision support for medication errors, dosage error, and adverse drug interactions, known patient allergies, calculate dosages based on the patient, and standardized care. It also provides links to alternative, complementary supporting knowledge.

Have developed a computational model that encompasses strategies for prevention, early diagnosis, and treatment of type II diabetes and associated complications. This effort is part of an on-going, enterprise-wide strategy to improve the quality, safety, and efficiency of provided care, by maximizing the use of new clinical information technology in key issues such as complex clinical workflows, usability, controlled terminology, knowledge management, and clinical decision support carried out by Partners HealthCare System.

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Advanced Computational Intelligence Paradigms in Healthcare – 1 by Margarita Sordo, Tonya Hongsermeier (auth.), Prof. Hiro Yoshida, Dr. Ashlesha Jain, Ajita Ichalkaranje, Prof. Lakhmi C. Jain, Dr. Nikhil Ichalkaranje (eds.)

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