Artificial Intelligence in Medicine

Table of Contents

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   Book Overview
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   Chapter 1 From Clinical Guidelines to Decision Support
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   Chapter 2 Artificial Intelligence for Building Learning Health Care Organizations
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   Chapter 3 Timing Is Everything: Temporal Reasoning and Temporal Data Maintenance in Medicine
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   Chapter 4 Machine Learning for Data Mining in Medicine
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   Chapter 5 Guidelines-Based Workflow Systems
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   Chapter 6 Enhancing Clinical Practice Guideline Compliance by Involving Physicians in the Decision Process
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   Chapter 7 Application of Therapeutic Protocols: A Tool to Manage Medical Knowledge
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   Chapter 8 From Description to Decision: Towards a Decision Support Training System for MR Radiology of the Brain
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    Chapter 9 Internet-Based Decision-Support Server for Acute Abdominal Pain
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    Chapter 10 Multi-modal Reasoning in Diabetic Patient Management
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    Chapter 11 Experiences with Case-Based Reasoning Methods and Prototypes for Medical Knowledge-Based Systems
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    Chapter 12 Exploting Social Reasoning of Open Multi-agent Systems to Enahnce Cooperation in Hospitals
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    Chapter 13 Influence Diagrams for Neonatal Jaundice Management
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    Chapter 14 Electronic Drug Prescribing and Administration - Bedside Medical Decision Making
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    Chapter 15 Neonatal Ventilation Tutor (VIE-NVT), a Teaching Program for the Mechanical Ventilation of Newborn Infants
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    Chapter 16 A Life-Cycle Based Authorisation Expert Database System
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    Chapter 17 A Decision-Support System for the Identification, Staging, and Functional Evaluation of Liver Diseases ( HEPASCORE )
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    Chapter 18 A Model-Based Approach for Learning to Identify Cardiac Arrhythmias
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    Chapter 19 A Model-Based System for Pacemaker Reprogramming
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    Chapter 20 Integrating Deep Biomedical Models into Medical Decision Support Systems: An Interval Constraint Approach
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    Chapter 21 A Decision Theoretic Approach to Empirical Treatment of Bacteraemia Originating from the Urinary Tract
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    Chapter 22 An ECG Ischemic Detection System Based on Self-Organizing Maps and a Sigmoid Function Pre-processing Stage
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    Chapter 23 Neural Network Recognition of Otoneurological Vertigo Diseases with Comparison of Some Other Classification Methods
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    Chapter 24 A Comparison of Linear and Non-linear Classifiers for the Detection of Coronary Artery Disease in Stress-ECG
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    Chapter 25 The Case-Based Neural Network Model and Its Use in Medical Expert Systems
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    Chapter 26 A Medical Ontology Library That Integrates the UMLS Metathesaurus™
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    Chapter 27 The Use of the UMLS Knowledge Sources for the Design of a Domain Specific Ontology: A Practical Experience in Blood Transfusion
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    Chapter 28 Representing Knowledge Levels in Clinical Guidelines
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    Chapter 29 Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions
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    Chapter 30 Knowledge-Based Event Detection in Complex Time Series Data
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    Chapter 31 Abstracting Steady Qualitative Descriptions over Time from Noisy, High-Frequency Data
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    Chapter 32 Visualization Techniques for Time-Oriented, Skeletal Plans in Medical Therapy Planning
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    Chapter 33 Visualizing Temporal Clinical Data on the WWW
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    Chapter 34 Machine Learning in Stepwise Diagnostic Process
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    Chapter 35 Refinement of Neuro-psychological Tests for Dementia Screening in a Cross Cultural Population Using Machine Learning
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    Chapter 36 The Analysis of Head Injury Data Using Decision Tree Techniques
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    Chapter 37 Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer
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    Chapter 38 ICU Patient State Characterization Using Machine Learning in a Time Series Framework
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    Chapter 39 Diagnostic Rules of Increased Reliability for Critical Medical Applications
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    Chapter 40 Machine Learning Inspired Approaches to Combine Standard Medical Measures at an Intensive Care Unit?
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    Chapter 41 A Screening Technique for Prostate Cancer by Hair Chemical Analysis and Artificial Intelligence
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    Chapter 42 A Conversational Model for Health Promotion on the World Wide Web
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    Chapter 43 Types of Knowledge Required to Personalise Smoking Cessation Letters
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    Chapter 44 Small Is Beautiful — Compact Semantics for Medical Language Processing
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    Chapter 45 Speech Driven Natural Language Understanding for Hands-Busy Recording of Clinical Information
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    Chapter 46 Automatic Acquisition of Morphological Knowledge for Medical Language Processing
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    Chapter 47 A Multi-agent System for MRI Brain Segmentation
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    Chapter 48 Modelling Blood Vessels of the Eye with Parametric L-Systems Using Evolutionary Algorithms
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    Chapter 49 Animating Medical and Safety Knowledge
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    Chapter 50 Active Shape Models for Customised Prosthesis Design