Beschreibung
This book constitutes the refereed proceedings of the 12th Conference on Artificial Intelligence in Medicine in Europe, AIME 2009, held in Verona, Italy in July 2009. The 24 revised long papers and 36 revised short papers presented together with 2 invited talks were carefully reviewed and selected from 140 submissions. The papers are organized in topical sections on agent-based systems, temporal data mining, machine learning and knowledge discovery, text mining, natural language processing and generation, ontologies, decision support systems, applications of AI-based image processing techniques, protocols and guidelines, as well as workflow systems.
Autorenporträt
InhaltsangabeInvited Talks.- Discovering Novel Adverse Drug Events Using Natural Language Processing and Mining of the Electronic Health Record.- Computer Vision: A Plea for a Constructivist View.- Temporal Reasoning and Temporal Data Mining.- Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use.- A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient's Physiology.- Severity Evaluation Support for Burns Unit Patients Based on Temporal Episodic Knowledge Retrieval.- Using Temporal Constraints to Integrate Signal Analysis and Domain Knowledge in Medical Event Detection.- Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up.- Therapy Planning, Scheduling and Guideline-Based Care.- Modeling Clinical Guidelines through Petri Nets.- Optimization of Online Patient Scheduling with Urgencies and Preferences.- Towards the Merging of Multiple Clinical Protocols and Guidelines via Ontology-Driven Modeling.- Analysing Clinical Guidelines' Contents with Deontic and Rhetorical Structures.- A Hybrid Approach to Clinical Guideline and to Basic Medical Knowledge Conformance.- Goal-Based Decisions for Dynamic Planning.- Genetic Algorithm Based Scheduling of Radiotherapy Treatments for Cancer Patients.- Case-Based Reasoning.- Feasibility of Case-Based Beam Generation for Robotic Radiosurgery.- Conversational Case-Based Reasoning in Medical Classification and Diagnosis.- Medical Imaging.- Histopathology Image Classification Using Bag of Features and Kernel Functions.- Improving Probabilistic Interpretation of Medical Diagnoses with Multi-resolution Image Parameterization: A Case Study.- Segmentation of Lung Tumours in Positron Emission Tomography Scans: A Machine Learning Approach.- A System for the Acquisition, Interactive Exploration and Annotation of Stereoscopic Images.- Knowledge-Based and Decision-Support Systems.- Implementing a Clinical Decision Support System for Glucose Control for the Intensive Cardiac Care.- Steps on the Road to Clinical Application of Decision Support - Example TREAT.- Integrating Healthcare Knowledge Artifacts for Clinical Decision Support: Towards Semantic Web Based Healthcare Knowledge Morphing.- A Knowledge-Based System to Support Emergency Medical Services for Disabled Patients.- A Mobile Clinical Decision Support System for Clubfoot Treatment.- An Ambient Intelligent Agent for Relapse and Recurrence Monitoring in Unipolar Depression.- An Advanced Platform for Managing Complications of Chronic Diseases.- One Telemedical Solution in Bulgaria.- A Novel Multilingual Report Generation System for Medical Applications.- Ontologies, Terminologies and Natural Language.- CORAAL - Towards Deep Exploitation of Textual Resources in Life Sciences.- Detecting Intuitive Mentions of Diseases in Narrative Clinical Text.- Using Existing Biomedical Resources to Detect and Ground Terms in Biomedical Literature.- An Ontology for the Care of the Elder at Home.- Ontology-Based Personalization and Modulation of Computerized Cognitive Exercises.- HomeNL: Homecare Assistance in Natural Language. An Intelligent Conversational Agent for Hypertensive Patients Management.- Explaining Anomalous Responses to Treatment in the Intensive Care Unit.- Multiple Terminologies in a Health Portal: Automatic Indexing and Information Retrieval.- CodeSlinger: An Interactive Biomedical Ontology Browser.- Data Mining, Machine Learning, Classification and Prediction.- Subgroup Discovery in Data Sets with Multi-dimensional Responses: A Method and a Case Study in Traumatology.- A Framework for Multi-class Learning in Micro-array Data Analysis.- Mining Safety Signals in Spontaneous Reports Database Using Concept Analysis.- Mealtime Blood Glucose Classifier Based on Fuzzy Logic for the DIABTel Telemedicine System.- Providing Objective Feedback on Skill Assessment in a Dental Surgical Training Simulator.- Voice Pathology Classification by Using Features from High-Speed Vide
