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Artificial Intelligence in Medicine Book

Artificial Intelligence in Medicine
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  • Artificial Intelligence in Medicine
  • Written by author Pedro Barahona
  • Published by Springer-Verlag New York, LLC, October 2007
  • This volume presents the proceedings of the 5th Conference on Artificial Intelligence in Medicine Europe, AIME '95, held in Pavia, Italy in June 1995.The volume contains 32 full refereed selected papers contributed by researchers and professionals com
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Keynote Address: A Component-Based Architecture for Automation of Protocol-Directed Therapy3
Coordinating Taxonomies: Key to Re-Usable Concept Representations17
Generating Personalised Patient Information Using the Medical Record29
Analysis of Medical Jargon: The RECIT System42
Medical Knowledge Representation for Medical Report Analysis53
Modelling Medical Concepts as Time-Objects67
Modeling Medical Reasoning with the Event Calculus: An Application to the Management of Mechanical Ventilation79
A General Framework for Building Patient Monitoring Systems91
Semi-Qualitative Models and Simulation for Biomedical Applications103
Generating Explanations of Pathophysiological Systems Behaviors from Qualitative Simulation of Compartmental Models115
An Information-Based Bayesian Approach to History Taking129
Medical Decision Making Using Ignorant Influence Diagrams139
Dynamic Propagation in Causal Probabilistic Networks with Instantiated Variables151
Alerts as Starting Point for Hospital Infection Surveillance and Control
Cooperative Software Agents for Patient Management173
High Level Control Strategies for Diabetes Therapy185
Therapy Planning Using Qualitative Trend Descriptions197
Adaptation and Abstraction in a Case-Based Antibiotics Therapy Adviser209
Field Evaluations of a Knowledge-Based System for Peripheral Blood Interpretation221
Functional Evaluation of SETH: An Expert System In Clinical Toxicology231
Evaluating a Neural Network Decision-Support Tool for the Diagnosis of Breast Cancer239
Knowledge-Based Systems for Lymph Node Pathology: A Comparison of Two Approaches251
Mapping Laboratory Medicine onto the Select and Test Model to Facilitate Knowledge-Based Report Generation in Laboratory Medicine265
Machine Learning Techniques Applied to the Diagnosis of Acute Abdominal Pain276
Reflections on Building Medical Decision Support Systems and Corresponding Implementation in Diagnostics Shell D3282
Decision Models for Cost-Effectiveness Analysis: A Means for Knowledge Sharing and Quality Control in Health Care Multidisciplinary Tasks295
Model-Based Application: The Galen Structured Clinical User Interface307
A Knowledge-Based Modeling of Hospital Information Systems Components319
Use of a Conceptual Semi-Automatic ICD-9 Encoding System in a Hospital Environment331
Quality Assurance and Increased Efficiency in Medical Projects with Neural Networks by Using a Structured Development Method for Feedforward Neural Networks (SENN)343
A Prototype Neural Network Decision-Support Tool for the Early Diagnosis of Acute Myocardial Infarction355
Integration of Neural Networks and Rule Based Systems in the Interpretation of Liver Biopsy Images367
A Cooperative and Adaptive Approach to Medical Image Segmentation379
COBRA: Integration of Knowledge-Bases with Case-Databases in the Domain of Congenital Malformation393
Case-Based Medical Multi-Expertise: An Example in Psychiatry395
TIME-NESIS: A Data Model in Managing Time Granularity of Natural-Language Clinical Information397
Induction of Expert System Rules from Clinical Databases Based on Rough Set Theory and Resampling Methods399
Sequential Knowledge Acquisition: Combining Models and Cases401
Medical Fuzzy Expert Systems and Reasoning about Beliefs403
Diagnosis of Human Acid-Base Balance States via Combined Pattern Recognition of Markov Chains405
Intelligence Formation Problems in Children at an Early Age Applying New Computer Technologies under Conditions of Rehabilitation Center407
Telecardiology409
Modelling a Sharable Medical Concept System: Ontological Foundation in GALEN411
A Graph-Based Approach to the Structural Analysis of Proliferative Breast Lesions413
A Workstation for Clinical Decision Support in a Local Area Network for Cardiology415
Knowledge-Based Education Tool to Improve Quality in Diabetes Care417
NEPHARM: A Pharmacokinetic Database for Adjusting Drug Dosage to Impaired Renal Function419
A Hybrid Architecture for Knowledge-Based Systems421
Representing Medical Context Using Rule-Based Object-Oriented Programming Techniques423
Integration of Neural Networks and Knowledge-Based Systems in Medicine425
Generated Critic in the Knowledge Based Neurology Trainer427
An Approach to Analysis of Qualitative Data with Insufficient Number of Quantization Levels429
Inductively Learned Rule for Breast Cancer Domain with Improved Interobserver Reproducibility431
Development and Evaluation of a Knowledge-Based System to Support Ventilator Therapy Management433
A Neural Support to the Prognostic Evaluation of Cardiac Surgery435
DECISion-Support System for Radiological Diagnostic437
A Preliminary Investigation into the Analysis of Electromyographic Activity Using a System of Multiple Neural Networks439
Knowledge-Based System to Predict the Effect of Pregnancy on Progression of Diabetic Retinopathy441
A Software to Evaluate Multislices Radiotherapic Treatment Planning443
TKR-tool: An Expert System for Total Knee Replacement Management444
Author Index447


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