Reasoning with effects of clinical guideline actions using OWL: AL amyloidosis as a case study

Mor Peleg, Samson W. Tu, Giorgio Leonardi, Silvana Quaglini, Paola Russo, Giovanni Palladini, Giampaolo Merlini

Risultato della ricerca: Capitolo in libro/report/atti di convegnoContributo a conferenzapeer review

Abstract

We developed an ontology that allows representation and reasoning with effects of clinical actions. The ontology can support three important use-cases: (1) summarization and explanation of observed clinical states, (2) enhancing patient safety using safety rules, and (3) assessing guideline compliance. In this paper we focus on explanation of observed clinical states based on abductive reasoning that utilizes a causal network. We demonstrate our approach using examples taken from a guideline for management of amyloidosis.

Lingua originaleInglese
Titolo della pubblicazione ospiteKnowledge Representation for Health-Care - AIME 2011 Workshop KR4HC 2011, Revised Selected Papers
Pagine65-79
Numero di pagine15
DOI
Stato di pubblicazionePubblicato - 2012
Pubblicato esternamente
Evento3rd International Workshop on Knowledge Representation for Health Care, KR4HC 2011, Held in Conjunction with the 13th Conference on Artificial Intelligence in Medicine, AIME 2011 - Bled, Slovenia
Durata: 6 lug 20116 lug 2011

Serie di pubblicazioni

NomeLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6924 LNAI
ISSN (stampa)0302-9743
ISSN (elettronico)1611-3349

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???3rd International Workshop on Knowledge Representation for Health Care, KR4HC 2011, Held in Conjunction with the 13th Conference on Artificial Intelligence in Medicine, AIME 2011
Paese/TerritorioSlovenia
CittàBled
Periodo6/07/116/07/11

Fingerprint

Entra nei temi di ricerca di 'Reasoning with effects of clinical guideline actions using OWL: AL amyloidosis as a case study'. Insieme formano una fingerprint unica.

Cita questo