Abstract
The treatment of comorbid patients is one of the main challenges of modern health care, and many Medical Informatics
approaches have been devoted to it in the last years. In this paper, we propose the first approach in the
literature that analyses the conformance of execution traces with multiple Computer-Interpretable Guidelines
(CIGs), as needed in the treatment of comorbid patients. This is a fundamental task, to support physicians
in an a-posteriori analysis of the treatments that have been provided. Notably, the conformance problem is
very complex in this context, since CIGs may have negative interactions, so that in specific circumstances
full conformance to individual CIGs may be dangerous for patients. We thus complement our conformance
analysis with an explanation approach, aimed at justifying deviations in case they can be explained in terms of
interaction management, e.g., some possible undesired interaction has been avoided. Our approach is based
on Answer Set Programming, and, to face realistic problems, devotes specific attention to the temporal dimension.
Lingua originale | Inglese |
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Pagine | 17-26 |
Numero di pagine | 10 |
DOI | |
Stato di pubblicazione | Pubblicato - 1 gen 2018 |
Evento | 11th International Conference on Health Informatics - Funchal Durata: 1 gen 2018 → … |
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???event.eventtypes.event.conference??? | 11th International Conference on Health Informatics |
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Città | Funchal |
Periodo | 1/01/18 → … |