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Authors: Paolo Terenziani ; Alessio Bottrighi ; Laura Giordano ; Giuliana Franceschinis ; Stefania Montani ; Luigi Portinale and Daniele Theseider Dupre

Affiliation: University of Eastern Piedmont, Italy

ISBN: 978-989-8565-67-9

Keyword(s): Computer Interpretable Guidelines, Integration of Different Forms of Medical Knowledge, Logical, Analogical, Defeasible and Probabilistic Reasoning, Temporal Data.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Business Analytics ; Cardiovascular Technologies ; Computing and Telecommunications in Cardiology ; Data Engineering ; Data Management and Quality ; Data Modeling and Visualization ; Decision Support Systems ; Decision Support Systems, Remote Data Analysis ; Health Engineering and Technology Applications ; Knowledge-Based Systems ; Symbolic Systems

Abstract: Computer Interpretable Guidelines (CIG) are an emerging area of research, to support medical decision making through evidence-based recommendations. However, new challenges in the data management field have to be faced, to integrate CIG management with a proper treatment of patient data, and of other forms of medical knowledge (e.g., causal and behavioral knowledge). In this position paper, we summarize a proposal for a research agenda that, in our opinion, can lead to a significant advancement in the field. The goal of the work is to provide suitable models and reasoning methodologies to cope with the aforementioned aspects, and to properly integrate them for medical decision support. Achieving such a goal requires advances in data management, and, in particular, in the treatment of indeterminate valid-time data in relational databases, of temporal abstraction on time series, of case retrieval on time series, of design-time and run-time model-based verification of guidelines, of case -based reasoning, of non-monotonic logics, of formal ontologies, of probabilistic graphical models (Bayesian Networks and Influence Diagrams). (More)

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Paper citation in several formats:
Terenziani, P.; Bottrighi, A.; Giordano, L.; Franceschinis, G.; Montani, S.; Portinale, L. and Theseider Dupre, D. (2013). Towards a Second Generation of Computer Interpretable Guidelines.In Proceedings of the 2nd International Conference on Data Technologies and Applications - Volume 1: DATA, ISBN 978-989-8565-67-9, pages 199-205. DOI: 10.5220/0004585501990205

@conference{data13,
author={Paolo Terenziani. and Alessio Bottrighi. and Laura Giordano. and Giuliana Franceschinis. and Stefania Montani. and Luigi Portinale. and Daniele Theseider Dupre.},
title={Towards a Second Generation of Computer Interpretable Guidelines},
booktitle={Proceedings of the 2nd International Conference on Data Technologies and Applications - Volume 1: DATA,},
year={2013},
pages={199-205},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004585501990205},
isbn={978-989-8565-67-9},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Data Technologies and Applications - Volume 1: DATA,
TI - Towards a Second Generation of Computer Interpretable Guidelines
SN - 978-989-8565-67-9
AU - Terenziani, P.
AU - Bottrighi, A.
AU - Giordano, L.
AU - Franceschinis, G.
AU - Montani, S.
AU - Portinale, L.
AU - Theseider Dupre, D.
PY - 2013
SP - 199
EP - 205
DO - 10.5220/0004585501990205

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