Artificial Intelligence in Medicine : 11th Conference on Artificial Intelligence in Medicine in Europe, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007, Proceedings / edited by Riccardo Bellazzi, Ameen Abu-Hanna, Jim Hunter.

Format:

Book

Contributor:

Bellazzi, Riccardo, editor.

Abu-Hanna, Ameen, editor.

Hunter, Jim, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 4594.

Lecture Notes in Artificial Intelligence ; 4594

Language:

English

Subjects (All):

Medicine.

Artificial intelligence.

Data mining.

Medical informatics.

Optical data processing.

Application software.

Medicine/Public Health, general.

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Health Informatics.

Image Processing and Computer Vision.

Information Systems Applications (incl. Internet).

Local Subjects:

Medicine/Public Health, general.

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Health Informatics.

Image Processing and Computer Vision.

Information Systems Applications (incl. Internet).

Physical Description:

1 online resource (XVI, 509 pages).

Edition:

First edition 2007.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2007.

System Details:

text file PDF

Contents:

Agent-Based Systems

A Human-Machine Cooperative Approach for Time Series Data Interpretation

MRF Agent Based Segmentation: Application to MRI Brain Scans

R-CAST-MED: Applying Intelligent Agents to Support Emergency Medical Decision-Making Teams

Knowledge-Based Modeling and Simulation of Diseases with Highly Differentiated Clinical Manifestations

Co-operative Agents in Analysis and Interpretation of Intracerebral EEG Activity: Application to Epilepsy

An Ontology-Driven Agent-Based Clinical Guideline Execution Engine

Temporal Data Mining

An Intelligent Aide for Interpreting a Patient's Dialysis Data Set

Temporal Data Mining with Temporal Constraints

A Nearest Neighbor Approach to Predicting Survival Time with an Application in Chronic Respiratory Disease

Using Temporal Context-Specific Independence Information in the Exploratory Analysis of Disease Processes

Discovery and Integration of Organ-Failure Episodes in Mortality Prediction

Machine Learning and Knowledge Discovery

Contrast Set Mining for Distinguishing Between Similar Diseases

Multi-resolution Image Parametrization in Stepwise Diagnostics of Coronary Artery Disease

Classifying Alarms in Intensive Care - Analogy to Hypothesis Testing

Hierarchical Latent Class Models and Statistical Foundation for Traditional Chinese Medicine

Interpreting Gene Expression Data by Searching for Enriched Gene Sets

Variable Selection for Optimal Decision Making

Supporting Factors in Descriptive Analysis of Brain Ischaemia

Knowledge Acquisition from a Medical Corpus: Use and Return on Experiences

Machine Learning Techniques for Decision Support in Anesthesia

Learning Decision Tree for Selecting QRS Detectors for Cardiac Monitoring

Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization

An Integrated IT System for Phenotypic and Genotypic Data Mining and Management

Automatic Retrieval of Web Pages with Standards of Ethics and Trustworthiness Within a Medical Portal: What a Page Name Tells Us

A Mixed Data Clustering Algorithm to Identify Population Patterns of Cancer Mortality in Hijuelas-Chile

Novel Features for Automated Lung Function Diagnosis in Spontaneously Breathing Infants

Multi-level Clustering in Sarcoidosis: A Preliminary Study

Text Mining, Natural Language Processing and Generation

An Experiment in Automatic Classification of Pathological Reports

Literature Mining: Towards Better Understanding of Autism

Automatic Generation of Textual Summaries from Neonatal Intensive Care Data

Anonymisation of Swedish Clinical Data

MetaCoDe: A Lightweight UMLS Mapping Tool

Unsupervised Documents Categorization Using New Threshold-Sensitive Weighting Technique

Application of Cross-Language Criteria for the Automatic Distinction of Expert and Non Expert Online Health Documents

Extracting Specific Medical Data Using Semantic Structures

Ontologies

Using Semantic Web Technologies for Knowledge-Driven Querying of Biomedical Data

Categorical Representation of Evolving Structure of an Ontology for Clinical Fungus

Replacing SEP-Triplets in SNOMED CT Using Tractable Description Logic Operators

Building an Ontology of Hypertension Management

Analyzing Differences in Operational Disease Definitions Using Ontological Modeling

Decision Support Systems

Adaptive Optimization of Hospital Resource Calendars

On the Behaviour of Information Measures for Test Selection

Nasopharyngeal Carcinoma Data Analysis with a Novel Bayesian Network Skeleton Learning Algorithm

Enhancing Automated Test Selection in Probabilistic Networks

ProCarSur: A System for Dynamic Prognostic Reasoning in Cardiac Surgery

Content Collection for the Labelling of Health-Related Web Content

Bayesian Network Decomposition for Modeling Breast Cancer Detection

A Methodology for Automated Extraction of the Optimal Pathways from Influence Diagrams

Computer-Aided Assessment of Drug-Induced Lung Disease Plausibility

Applications of AI-Based Image Processing Techninques

Segmentation Techniques for Automatic Region Extraction: An Application to Aphasia Rehabilitation

A Pattern Recognition Approach to Diagnose Foot Plant Pathologies: From Segmentation to Classification

A Novel Way of Incorporating Large-Scale Knowledge into MRF Prior Model

Predictive Modeling of fMRI Brain States Using Functional Canonical Correlation Analysis

Protocols and Guidelines

Formalizing 'Living Guidelines' Using LASSIE: A Multi-step Information Extraction Method

The Role of Model Checking in Critiquing Based on Clinical Guidelines

Integrating Document-Based and Knowledge-Based Models for Clinical Guidelines Analysis

Document-Oriented Views of Guideline Knowledge Bases

Maintaining Formal Models of Living Guidelines Efficiently

A Causal Modeling Framework for Generating Clinical Practice Guidelines from Data

Semantic Web Framework for Knowledge-Centric Clinical Decision Support Systems

Inference in the Promedas Medical Expert System

Computerised Guidelines Implementation: Obtaining Feedback for Revision of Guidelines, Clinical Data Model and Data Flow

Workflow Systems

Querying Clinical Workflows by Temporal Similarity

Testing Careflow Process Execution Conformance by Translating a Graphical Language to Computational Logic

Induction of Partial Orders to Predict Patient Evolutions in Medicine

Interacting Agents for the Risk Assessment of Allergies in Newborn Babies.

Other Format:

Printed edition:

ISBN:

978-3-540-73599-1

9783540735991

Access Restriction:

Restricted for use by site license.