Artificial Intelligence in Medicine: 12th Conference on Artificial Intelligence in Medicine, AIME 2009, Verona, Italy, July 18-22, 2009. Proceedings

Front Matter....Pages -
Discovering Novel Adverse Drug Events Using Natural Language Processing and Mining of the Electronic Health Record....Pages 1-5
Computer Vision: A Plea for a Constructivist View....Pages 6-15
Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use....Pages 16-25
A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient’s Physiology....Pages 26-35
Severity Evaluation Support for Burns Unit Patients Based on Temporal Episodic Knowledge Retrieval....Pages 36-45
Using Temporal Constraints to Integrate Signal Analysis and Domain Knowledge in Medical Event Detection....Pages 46-55
Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up....Pages 56-60
Modeling Clinical Guidelines through Petri Nets....Pages 61-70
Optimization of Online Patient Scheduling with Urgencies and Preferences....Pages 71-80
Towards the Merging of Multiple Clinical Protocols and Guidelines via Ontology-Driven Modeling....Pages 81-85
Analysing Clinical Guidelines’ Contents with Deontic and Rhetorical Structures....Pages 86-90
A Hybrid Approach to Clinical Guideline and to Basic Medical Knowledge Conformance....Pages 91-95
Goal-Based Decisions for Dynamic Planning....Pages 96-100
Genetic Algorithm Based Scheduling of Radiotherapy Treatments for Cancer Patients....Pages 101-105
Feasibility of Case-Based Beam Generation for Robotic Radiosurgery....Pages 106-115
Conversational Case-Based Reasoning in Medical Classification and Diagnosis....Pages 116-125
Histopathology Image Classification Using Bag of Features and Kernel Functions....Pages 126-135
Improving Probabilistic Interpretation of Medical Diagnoses with Multi-resolution Image Parameterization: A Case Study....Pages 136-145
Segmentation of Lung Tumours in Positron Emission Tomography Scans: A Machine Learning Approach....Pages 146-155
A System for the Acquisition, Interactive Exploration and Annotation of Stereoscopic Images....Pages 156-160
Implementing a Clinical Decision Support System for Glucose Control for the Intensive Cardiac Care....Pages 161-165
Steps on the Road to Clinical Application of Decision Support – Example TREAT....Pages 166-170
Integrating Healthcare Knowledge Artifacts for Clinical Decision Support: Towards Semantic Web Based Healthcare Knowledge Morphing....Pages 171-175
A Knowledge-Based System to Support Emergency Medical Services for Disabled Patients....Pages 176-180
A Mobile Clinical Decision Support System for Clubfoot Treatment....Pages 181-185
An Ambient Intelligent Agent for Relapse and Recurrence Monitoring in Unipolar Depression....Pages 186-190
An Advanced Platform for Managing Complications of Chronic Diseases....Pages 191-195
One Telemedical Solution in Bulgaria....Pages 196-200
A Novel Multilingual Report Generation System for Medical Applications....Pages 201-205
CORAAL – Towards Deep Exploitation of Textual Resources in Life Sciences....Pages 206-215
Detecting Intuitive Mentions of Diseases in Narrative Clinical Text....Pages 216-224
Using Existing Biomedical Resources to Detect and Ground Terms in Biomedical Literature....Pages 225-234
An Ontology for the Care of the Elder at Home....Pages 235-239
Ontology-Based Personalization and Modulation of Computerized Cognitive Exercises....Pages 240-244
HomeNL: Homecare Assistance in Natural Language. An Intelligent Conversational Agent for Hypertensive Patients Management....Pages 245-249
Explaining Anomalous Responses to Treatment in the Intensive Care Unit....Pages 250-254
Multiple Terminologies in a Health Portal: Automatic Indexing and Information Retrieval....Pages 255-259
CodeSlinger: An Interactive Biomedical Ontology Browser....Pages 260-264
Subgroup Discovery in Data Sets with Multi–dimensional Responses: A Method and a Case Study in Traumatology....Pages 265-274
A Framework for Multi-class Learning in Micro-array Data Analysis....Pages 275-284
Mining Safety Signals in Spontaneous Reports Database Using Concept Analysis....Pages 285-294
Mealtime Blood Glucose Classifier Based on Fuzzy Logic for the DIABTel Telemedicine System....Pages 295-304
Providing Objective Feedback on Skill Assessment in a Dental Surgical Training Simulator....Pages 305-314
Voice Pathology Classification by Using Features from High-Speed Videos....Pages 315-324
Analysis of EEG Epileptic Signals with Rough Sets and Support Vector Machines....Pages 325-334
Automatic Detecting Documents Containing Personal Health Information....Pages 335-344
Segmentation of Text and Non-text in On-Line Handwritten Patient Record Based on Spatio-Temporal Analysis....Pages 345-354
An Ontology-Based Method to Link Database Integration and Data Mining within a Biomedical Distributed KDD....Pages 355-359
Subgroup Discovery for Weight Learning in Breast Cancer Diagnosis....Pages 360-364
Mining Discriminant Sequential Patterns for Aging Brain....Pages 365-369
The Role of Biomedical Dataset in Classification....Pages 370-374
Online Prediction of Ovarian Cancer....Pages 375-379
Prediction of Mechanical Lung Parameters Using Gaussian Process Models....Pages 380-384
Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment....Pages 385-389
Predicting the Need to Perform Life-Saving Interventions in Trauma Patients by Using New Vital Signs and Artificial Neural Networks....Pages 390-394
Causal Probabilistic Modelling for Two-View Mammographic Analysis....Pages 395-404
Modelling Screening Mammography Images: A Probabilistic Relational Approach....Pages 405-409
Data-Efficient Information-Theoretic Test Selection....Pages 410-415
Effect of Background Correction on Cancer Classification with Gene Expression Data....Pages 416-420
On Quality of Different Annotation Sources for Gene Expression Analysis....Pages 421-425
An Architecture for Automated Reasoning Systems for Genome-Wide Studies....Pages 426-430
A Mutual Information Approach to Data Integration for Alzheimer’s Disease Patients....Pages 431-435
Back Matter....Pages -