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Artificial Intelligence in Medicine

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Cover of 'Artificial Intelligence in Medicine'

Table of Contents

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    Book Overview
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    Chapter 1 Mediated Agent Interaction
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    Chapter 2 On Articulation and Localization - Some Sociotechnical Issues of Design, Implementation, and Evaluation of Knowledge Based Systems
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    Chapter 3 Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS
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    Chapter 4 Detection of Infectious Outbreaks in Hospitals through Incremental Clustering
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    Chapter 5 Mining Data from a Knowledge Management Perspective: An Application to Outcome Prediction in Patients with Resectable Hepatocellular Carcinoma
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    Chapter 6 Discovering Associations in Clinical Data: Application to Search for Prognostic Factors in Hodgkin’s Disease
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    Chapter 7 Visualisation of Multidimensional Data for Medical Decision Support
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    Chapter 8 A clustering-based constructive induction method and its application to rheumatoid arthritis
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    Chapter 9 Improving Identification of Difficult Small Classes by Balancing Class Distribution
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    Chapter 10 Credal Classification for Dementia Screening
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    Chapter 11 Evaluation of Prognostic Factors and Prediction of Chronic Wound Healing Rate by Machine Learning Tools
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    Chapter 12 Making Reliable Diagnoses with Machine Learning: A Case Study
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    Chapter 13 A Classification-Tree Hybrid Method for Studying Prognostic Models in Intensive Care
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    Chapter 14 Combining Unsupervised and Supervised Machine Learning in Analysis of the CHD Patient Database
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    Chapter 15 Coronary Heart Disease Patient Models Based on Inductive Machine Learning
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    Chapter 16 Prediction of Protein Secondary Structures of All Types Using New Hypersphere Machine Learning Method
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    Chapter 17 Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients
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    Chapter 18 Diagnosing Patient State in Intensive Care Patients Using the Intelligent Ventilator (INVENT) System
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    Chapter 19 A User Interface for Executing Asbru Plans
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    Chapter 20 Improving HISYS1 with a Decision Support System
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    Chapter 21 Diagnosis of Iron-Deficiency Anemia in Hemodialyzed Patients through Support Vector Machines Technique
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    Chapter 22 A Visual Tool for a User-Friendly Artificial Neural Network Based Decision Support System in Medicine
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    Chapter 23 Modeling of Ventricular Repolarisation Time Series by Multi-Layer Perceptrons
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    Chapter 24 Expert Knowledge and Its Role in Learning Bayesian Networks in Medicine: An Appraisal
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    Chapter 25 Improving the Diagnostic Performance of MUNIN by Remodelling of the Diseases
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    Chapter 26 Extended Bayesian Regression Models: A Symbiotic Application of Belief Networks and Multilayer Perceptrons for the Classification of Ovarian Tumors
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    Chapter 27 The Effects of Disregarding Test Characteristics in Probabilistic Networks
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    Chapter 28 Knowledge Acquisition and Automated Generation of Bayesian Networks for a Medical Dialogue and Advisory System
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    Chapter 29 Educational Tool for Diabetic Patients Based on Causal Probabilistic Networks
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    Chapter 30 NasoNet, Joining Bayesian Networks, and Time to Model Nasopharyngeal Cancer Spread
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    Chapter 31 Using time-oriented data abstraction methods to optimize oxygen supply for neonates
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    Chapter 32 Visual Definition of Temporal Clinical Abstractions: A User Interface Based on Novel Metaphors
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    Chapter 33 Using Temporal Probabilistic Knowledge for Medical Decision Making
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    Chapter 34 Temporal Issues in the Intelligent Interpretation of the Sleep Apnea Syndrome
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    Chapter 35 Generating Symbolic and Natural Language Partial Solutions for Inclusion in Medical Plans
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    Chapter 36 Using Part-of-Speech and Word-Sense Disambiguation for Boosting String-Edit Distance Spelling Correction
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    Chapter 37 Semantic Interpretation of Medical Language - Quantitative Analysis and Qualitative Yield
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    Chapter 38 Medical Knowledge Acquisition from the Electronic Encyclopedia of China
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    Chapter 39 Artificial Intelligence in Medicine
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    Chapter 40 Comparison of Rule-Based and Bayesian Network Approaches in Medical Diagnostic Systems
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    Chapter 41 Parts, Locations, and Holes — Formal Reasoning about Anatomical Structures
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    Chapter 42 Abductive Inference of Genetic Networks
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    Chapter 43 Interface of Inference Models with Concept and Medical Record Models
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    Chapter 44 Integrating Ripple Down Rules with Ontologies in an Oncology Domain
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    Chapter 45 Towards a Simple Ontology Definition Language (SOntoDL) for a Semantic Web of Evidence-Based Medical Information
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    Chapter 46 Knowledge Acquisition System to Support Low Vision Consultation
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    Chapter 47 Systematic Construction of Texture Features for Hashimoto’s Lymphocytic Thyroiditis Recognition from Sonographic Images
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    Chapter 48 Dynamic Adaptation of Cooperative Agents for MRI Brain Scans Segmentation
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    Chapter 49 Numeric and Symbolic Knowledge Representation of Cortex Anatomy Using Web Technologies
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    Chapter 50 Depth-Four Threshold Circuits for Computer-Assisted X-ray Diagnosis
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    Chapter 51 Management of Hospital Teams for Organ Transplants Using Multi-Agent Systems
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    Chapter 52 An AI-Based Approach to Support Communication in Health Care Organizations
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    Chapter 53 TAME Time Resourcing in Academic Medical Environments
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    Chapter 54 A Conceptual Framework to Model Chronic and Long-Term Diseases
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    Chapter 55 Modelling of Radiological Examinations with POKMAT, a Process Oriented Knowledge Management Tool
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    Chapter 56 A Multi-Agent System for Organ Transplant Co-ordination
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    Chapter 57 A Platform Integrating Knowledge and Data Management for EMG Studies
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    Chapter 58 Using ONCODOC as a Computer-Based Eligibility Screening System to Improve Accrual onto Breast Cancer Clinical Trials
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    Chapter 59 Using Critiquing for Improving Medical Protocols: Harder than It Seems
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    Chapter 60 Evaluating the Impact of Clinical Practice Guidelines on Stroke Outcomes
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    Chapter 61 Challenges in Evaluating Complex Decision Support Systems: Lessons from Design-a-Trial
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    Chapter 62 On the Evaluation of Probabilistic Networks
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    Chapter 63 Evaluation of a Case-Based Antibiotics Therapy Adviser
Overall attention for this book and its chapters
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Citations

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Title
Artificial Intelligence in Medicine
Published by
Springer Science & Business Media, June 2001
DOI 10.1007/3-540-48229-6
ISBNs
978-3-54-042294-5, 978-3-54-048229-1
Editors

Quaglini, Silvana, Barahona, Pedro, Andreassen, Steen

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 43 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 43 100%

Demographic breakdown

Readers by professional status Count As %
Student > Doctoral Student 1 2%
Student > Ph. D. Student 1 2%
Student > Master 1 2%
Researcher 1 2%
Professor > Associate Professor 1 2%
Other 0 0%
Unknown 38 88%
Readers by discipline Count As %
Computer Science 2 5%
Physics and Astronomy 1 2%
Social Sciences 1 2%
Unknown 39 91%