Knowledge representation for health-care : ECAI 2010 workshop KR4HC 2010, Lisbon, Portugal, August 17, 2010 : revised selected papers

This book constitutes the proceedings of the KR4HC 2010 workshop held at ECAI in Lisbon, Portugal, in August 2010. The 11 extended papers presented were carefully reviewed and selected from 19 submissions. The papers cover topics like ontologies, patient data, records, and guidelines, and clinical practice guidelines. Front Matter....Pages - Ontology-Based Retrospective and Prospective Diagnosis and Medical Knowledge Personalization....Pages 1-15 A Semantic Web Approach to Integrate Phenotype Descriptions and Clinical Data....Pages 16-26 Ontology-Based Knowledge Modeling to Provide Decision Support for Comorbid Diseases....Pages 27-39 Inducing Decision Trees from Medical Decision Processes....Pages 40-55 Critiquing Knowledge Representation in Medical Image Interpretation Using Structure Learning....Pages 56-69 Linguistic and Temporal Processing for Discovering Hospital Acquired Infection from Patient Records....Pages 70-84 A Markov Analysis of Patients Developing Sepsis Using Clusters....Pages 85-100 Towards the Interoperability of Computerised Guidelines and Electronic Health Records: An Experiment with openEHR Archetypes and a Chronic Heart Failure Guideline....Pages 101-113 Identifying Treatment Activities for Modelling Computer-Interpretable Clinical Practice Guidelines....Pages 114-125 Updating a Protocol-Based Decision-Support System’s Knowledge Base: A Breast Cancer Case Study....Pages 126-138 Toward Probabilistic Analysis of Guidelines....Pages 139-152 Back Matter....Pages -