This book presents some of the most recent research results on the applications of computational intelligence in healthcare. The contents include:
- Information model for management of clinical content
- State-based model for management of type II diabetes
- Case-based reasoning in medicine
- Assessing the quality of care in artificial intelligence environment
- Electronic medical record to examine physician decisions
- Multi-agent systems for the management of community healthcare
- Assistive wheelchair navigation
- Modelling treatment processes using information extraction
- Neonatal pain detection using face classification techniques
- Medical education interfaces using virtual patients
The book is directed to the computer scientists, medical practitioners, scientists, professors and students of health science, computer science and related disciplines.
Author(s): Margarita Sordo, Tonya Hongsermeier (auth.), Prof. Hiro Yoshida, Dr. Ashlesha Jain, Ajita Ichalkaranje, Prof. Lakhmi C. Jain, Dr. Nikhil Ichalkaranje (eds.)
Series: Studies in Computational Intelligence 48
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2007
Language: English
Pages: 290
City: Berlin; New York
Tags: Appl.Mathematics/Computational Methods of Engineering; Artificial Intelligence (incl. Robotics)
Front Matter....Pages I-XXI
Partners Healthcare Order Set Schema: An Information Model for Management of Clinical Content....Pages 1-25
A State-Based Model for Management of Type II Diabetes....Pages 27-61
Case-Based Reasoning in Medicine Especially an Obituary on Lothar Gierl....Pages 63-87
Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies....Pages 89-112
Mining the Electronic Medical Record to Examine Physician Decisions....Pages 113-126
Capturing and Specifying Multiagent Systems for the Management of Community Healthcare....Pages 127-163
Assistive Wheelchair Navigation: A Cognitive View....Pages 165-187
Modeling Treatment Processes Using Information Extraction....Pages 189-224
Introduction to Neonatal Facial Pain Detection Using Common and Advanced Face Classification Techniques....Pages 225-253
Medical Education Interfaces Through Virtual Patients Based on Qualitative Simulation....Pages 255-290
