By Margarita Sordo, Tonya Hongsermeier (auth.), Prof. Hiro Yoshida, Dr. Ashlesha Jain, Ajita Ichalkaranje, Prof. Lakhmi C. Jain, Dr. Nikhil Ichalkaranje (eds.)
This ebook provides probably the most contemporary learn 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 kind II diabetes
- Case-based reasoning in medicine
- Assessing the standard of care in man made intelligence environment
- Electronic scientific checklist to envision medical professional decisions
- Multi-agent structures for the administration of neighborhood healthcare
- Assistive wheelchair navigation
- Modelling remedy tactics utilizing info extraction
- Neonatal soreness detection utilizing face class techniques
- Medical schooling interfaces utilizing digital patients
The e-book is directed to the pc scientists, clinical practitioners, scientists, professors and scholars of wellbeing and fitness technology, laptop technological know-how and comparable disciplines.
Read Online or Download Advanced Computational Intelligence Paradigms in Healthcare – 1 PDF
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Additional info for Advanced Computational Intelligence Paradigms in Healthcare – 1
The proposed model is a disease state management system for the continuum of diabetes care. The computational representation is consistent with Uniﬁed Modeling Language (UML) 2 state machine diagrams. The current eﬀort is part of the Partners Healthcare System enterprisewide 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 .
Development of a computer-based monitor and comparison with chart review and stimulated voluntary report. J Am Med Inform Assoc 1998;5(3):305–314 7. Kaushal R, Bates DW. Computerized Physician Order Entry (CPOE) with Clinical Decision Support Systems (CDSSs) in Making health care safer: A critical analysis of patient safety practices. Evidence Report/Technology Assessment: Number 43. AHRQ Publication No. 01-E058, July 2001. Agency for Healthcare Research and Quality, Rockville, MD. gov/clinic/ptsafety/ 8.
This chapter is divided in six sections. We start with a brief introduction to diabetes in general, and type II diabetes speciﬁcally. This is followed by a description of the main elements involved in diabetes management including regular screening, initial diagnosis, preventive care, management of diabetes complications, and intercurrent illnesses, surveillance, and follow-up. We introduce the UML 2 state machine diagrams as means of representing the state model. Next, we devote a section to our state model for management of type II diabetes, and ﬁnally, we summarize and our accomplishments.
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.)