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Riccardo Bellazzi, Ameen Abu-Hanna and Jim Hunter
Front matter
3-12
A Human-Machine Cooperative Approach for Time Series Data Interpretation
13-23
MRF Agent Based Segmentation: Application to MRI Brain Scans
24-33
R-CAST-MED: Applying Intelligent Agents to Support Emergency Medical Decision-Making Teams
34-43
Knowledge-Based Modeling and Simulation of Diseases with Highly Differentiated Clinical Manifestations
44-48
Co-operative Agents in Analysis and Interpretation of Intracerebral EEG Activity: Application to Epilepsy
49-53
An Ontology-Driven Agent-Based Clinical Guideline Execution Engine
57-66
An Intelligent Aide for Interpreting a Patient’s Dialysis Data Set
67-76
Temporal Data Mining with Temporal Constraints
77-86
A Nearest Neighbor Approach to Predicting Survival Time with an Application in Chronic Respiratory Disease
87-96
Using Temporal Context-Specific Independence Information in the Exploratory Analysis of Disease Processes
97-106
Discovery and Integration of Organ-Failure Episodes in Mortality Prediction
109-118
Contrast Set Mining for Distinguishing Between Similar Diseases
119-129
Multi-resolution Image Parametrization in Stepwise Diagnostics of Coronary Artery Disease
130-138
Classifying Alarms in Intensive Care - Analogy to Hypothesis Testing
139-143
Hierarchical Latent Class Models and Statistical Foundation for Traditional Chinese Medicine
144-148
Interpreting Gene Expression Data by Searching for Enriched Gene Sets
149-154
Variable Selection for Optimal Decision Making
155-159
Supporting Factors in Descriptive Analysis of Brain Ischaemia
160-164
Knowledge Acquisition from a Medical Corpus: Use and Return on Experiences
165-169
Machine Learning Techniques for Decision Support in Anesthesia
170-174
Learning Decision Tree for Selecting QRS Detectors for Cardiac Monitoring
175-179
Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization
180-184
An Integrated IT System for Phenotypic and Genotypic Data Mining and Management
185-189
Automatic Retrieval of Web Pages with Standards of Ethics and Trustworthiness Within a Medical Portal: What a Page Name Tells Us
190-194
A Mixed Data Clustering Algorithm to Identify Population Patterns of Cancer Mortality in Hijuelas-Chile
195-199
Novel Features for Automated Lung Function Diagnosis in Spontaneously Breathing Infants
200-204
Multi-level Clustering in Sarcoidosis: A Preliminary Study
207-216
An Experiment in Automatic Classification of Pathological Reports
217-226
Literature Mining: Towards Better Understanding of Autism
227-236
Automatic Generation of Textual Summaries from Neonatal Intensive Care Data
237-241
Anonymisation of Swedish Clinical Data
242-246
MetaCoDe: A Lightweight UMLS Mapping Tool
247-251
Unsupervised Documents Categorization Using New Threshold-Sensitive Weighting Technique
252-256
Application of Cross-Language Criteria for the Automatic Distinction of Expert and Non Expert Online Health Documents
257-264
Extracting Specific Medical Data Using Semantic Structures
267-276
Using Semantic Web Technologies for Knowledge-Driven Querying of Biomedical Data
277-286
Categorical Representation of Evolving Structure of an Ontology for Clinical Fungus
287-291
Replacing SEP-Triplets in SNOMED CT Using Tractable Description Logic Operators
292-296
Building an Ontology of Hypertension Management
297-302
Analyzing Differences in Operational Disease Definitions Using Ontological Modeling
305-315
Adaptive Optimization of Hospital Resource Calendars
316-325
On the Behaviour of Information Measures for Test Selection
326-330
Nasopharyngeal Carcinoma Data Analysis with a Novel Bayesian Network Skeleton Learning Algorithm
331-335
Enhancing Automated Test Selection in Probabilistic Networks
336-340
ProCarSur: A System for Dynamic Prognostic Reasoning in Cardiac Surgery
341-345
Content Collection for the Labelling of Health-Related Web Content
346-350
Bayesian Network Decomposition for Modeling Breast Cancer Detection
351-358
A Methodology for Automated Extraction of the Optimal Pathways from Influence Diagrams
359-363
Computer-Aided Assessment of Drug-Induced Lung Disease Plausibility
367-377
Segmentation Techniques for Automatic Region Extraction: An Application to Aphasia Rehabilitation
378-387
A Pattern Recognition Approach to Diagnose Foot Plant Pathologies: From Segmentation to Classification
388-392
A Novel Way of Incorporating Large-Scale Knowledge into MRF Prior Model
393-397
Predictive Modeling of fMRI Brain States Using Functional Canonical Correlation Analysis
401-410
Formalizing ‘Living Guidelines’ Using LASSIE: A Multi-step Information Extraction Method
411-420
The Role of Model Checking in Critiquing Based on Clinical Guidelines
421-430
Integrating Document-Based and Knowledge-Based Models for Clinical Guidelines Analysis
431-440
Document-Oriented Views of Guideline Knowledge Bases
441-445
Maintaining Formal Models of Living Guidelines Efficiently
446-450
A Causal Modeling Framework for Generating Clinical Practice Guidelines from Data
451-455
Semantic Web Framework for Knowledge-Centric Clinical Decision Support Systems
456-460
Inference in the Promedas Medical Expert System
461-466
Computerised Guidelines Implementation: Obtaining Feedback for Revision of Guidelines, Clinical Data Model and Data Flow
469-478
Querying Clinical Workflows by Temporal Similarity
479-488
Testing Careflow Process Execution Conformance by Translating a Graphical Language to Computational Logic
489-499
Induction of Partial Orders to Predict Patient Evolutions in Medicine
500-505
Interacting Agents for the Risk Assessment of Allergies in Newborn Babies
Back matter
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