Answer set programming for temporal conformance analysis of clinical guidelines execution

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Abstract

Analyzing conformance of execution traces with clinical guidelines is not a trivial task, because guidelines are developed for physicians who should always interpret them according to their general knowledge; their application to the specific conditions of a patient or a specific context cannot always be foreseen in the guideline specification. In this paper we consider the conformance problem not only for the sequence of action execution events, but also for their timing: the guideline may include temporal constraints for the execution of actions, and its adaptation to a specific patient and context may add or modify conditions and temporal constraints for actions. We propose an approach for analyzing execution traces in Answer Set Programming with respect to a guideline and Basic Medical Knowledge, pointing out discrepancies-including temporal discrepancies-with respect to the different knowledge sources.

Lingua originaleInglese
Titolo della pubblicazione ospiteKnowledge Representation for Health Care - AIME 2015 International Joint Workshop, KR4HC/ProHealth 2015, Revised Selected Papers
EditorManfred Reichert, David Riaño, Mor Peleg, Annette ten Teije, Richard Lenz, Silvia Miksch
EditoreSpringer Verlag
Pagine65-79
Numero di pagine15
ISBN (stampa)9783319265841
DOI
Stato di pubblicazionePubblicato - 2015
EventoArtificial Intelligence in Medicine Conference, AIME 2015 held with International Joint Workshop on Knowledge-Representation for Health-Care and Process-Oriented Information Systems in Health-Care, KR4HC/ProHealth 2015 - Pavia, Italy
Durata: 20 giu 201520 giu 2015

Serie di pubblicazioni

NomeLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9485
ISSN (stampa)0302-9743
ISSN (elettronico)1611-3349

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???event.eventtypes.event.conference???Artificial Intelligence in Medicine Conference, AIME 2015 held with International Joint Workshop on Knowledge-Representation for Health-Care and Process-Oriented Information Systems in Health-Care, KR4HC/ProHealth 2015
Paese/TerritorioItaly
CittàPavia
Periodo20/06/1520/06/15

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