Knowledge Representation for Health Care

6th International Workshop, KR4HC 2014, held as part of the Vienna Summer of Logic, VSL 2014, Vienna, Austria, July 21, 2014. Revised Selected Papers

Silvia Miksch, David Riaño, Annette ten Teije (Herausgeber)

Buch | Softcover

X, 175 Seiten

2014
Springer International Publishing (Verlag)
978-3-319-13280-8 (ISBN)

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This book constitutes the refereed proceedings of the 6th International Workshop on Knowledge Representation for Health Care, KR4HC 2014, held as part of the Vienna Summer of Logic, VSL 2014, in Vienna, Austria, in July 2014. The workshop aimed at attracting the interest of novel research and advances contributing in the definition, representation and exploitation of health care knowledge in medical informatics. The 12 revised full research papers and 4 short papers presented in this book were carefully reviewed and selected from 26 submissions.

Knowledge-intensive medical process similarity.- Preliminary result on finding treatments for patients with comorbidity.- Towards a conceptual model for enhancing reasoning about clinical guidelines.- Using first-order logic to represent clinical practice guidelines and to mitigate adverse interactions.- Conformance analysis of the execution of clinical guidelines with basic medical knowledge and clinical terminology.- Semantic representation of evidence-based clinical guidelines.- A meta-system for defining your own CIG system.- Architecture and acquisition.- Assessment of clinical guideline models based on metrics for business process models.- An algorithm for guideline transformation: from BPMN to PROforma.- A process-oriented methodology for modelling cancer treatment trial protocols.- Training residents in the application of clinical guidelines for differential diagnosis of the most frequent causes of arterial hypertension with decision tables.- Exploiting the relation between environmental factors and diseases: a case study on chronic obstructive pulmonary disease.

Preliminary result on finding treatments for patients with comorbidity.- Towards a conceptual model for enhancing reasoning about clinical guidelines.- Using first-order logic to represent clinical practice guidelines and to mitigate adverse interactions.- Conformance analysis of the execution of clinical guidelines with basic medical knowledge and clinical terminology.- Semantic representation of evidence-based clinical guidelines.- A meta-system for defining your own CIG system.- Architecture and acquisition.- Assessment of clinical guideline models based on metrics for business process models.- An algorithm for guideline transformation: from BPMN to PROforma.- A process-oriented methodology for modelling cancer treatment trial protocols.- Training residents in the application of clinical guidelines for differential diagnosis of the most frequent causes of arterial hypertension withdecision tables.- Exploiting the relation between environmental factors and diseases: a case study on chronic obstructive pulmonary disease.

Erscheint lt. Verlag	15.12.2014
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	X, 175 p. 48 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	296 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	clinical archetypes • document-oriented • medical decision support • mining healthcare processes • semantic interoperability
ISBN-10	3-319-13280-6 / 3319132806
ISBN-13	978-3-319-13280-8 / 9783319132808
Zustand	Neuware