Artificial Intelligence in Medicine: 8th Conference on Artificial Intelligence in Medicine in Europe, AIME 2001 Cascais, Portugal, July 1-4, 2001, Proceedings: 2101 - Brossura

Brossura

ISBN 10: 3540422943 ISBN 13: 9783540422945

Casa editrice: Springer, 2001

Riassunto

Proceedings of the 8th Conference on Artificial Intelligence in Medicine, held in Europe, July 1-4, 2001. Medical information processing technologies discussed. Softcover.

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Contenuti

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

Dettagli dell'edizione

• Editore: Springer
• Data di pubblicazione: 2001
• Lingua: Inglese
• ISBN 10: 3540422943
• ISBN 13: 9783540422945
• Rilegatura: Copertina flessibile
• Numero di pagine: 488
• Redattore: Quaglini Silvana
• Contatto del produttore: non disponibile
• Persona responsabile: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Germania