Retrieving personalized care plans from a guideline repository is an ever-increasing need in the medical world, not only for physicians but also for empowered patients. In this chapter, we continue our long-lasting research on ontology-based personalized access to very large collections of multi-version documents by addressing a novel challenge: dealing with multi-version clinical guidelines but also with a multi-version ontology used to support personalized access to them. Efficiency is ensured by a newly introduced annotation scheme for guidelines and solutions to cope with the evolution of ontology structure. The tests performed on a prototype implementation confirm the goodness of the approach. Finally, the chapter proposes an exhaustive analysis of the state of the art in this field and, in the final part, a discussion where we expand our vision to related research themes and possible further developments of our work.

Towards Patient-Centric Healthcare: Multi-Version Ontology-Based Personalization of Clinical Guidelines / Grandi, Fabio; Mandreoli, Federica; Martoglia, Riccardo. - (2019), pp. 273-301.

Towards Patient-Centric Healthcare: Multi-Version Ontology-Based Personalization of Clinical Guidelines

Federica Mandreoli;Riccardo Martoglia
2019

Abstract

Retrieving personalized care plans from a guideline repository is an ever-increasing need in the medical world, not only for physicians but also for empowered patients. In this chapter, we continue our long-lasting research on ontology-based personalized access to very large collections of multi-version documents by addressing a novel challenge: dealing with multi-version clinical guidelines but also with a multi-version ontology used to support personalized access to them. Efficiency is ensured by a newly introduced annotation scheme for guidelines and solutions to cope with the evolution of ontology structure. The tests performed on a prototype implementation confirm the goodness of the approach. Finally, the chapter proposes an exhaustive analysis of the state of the art in this field and, in the final part, a discussion where we expand our vision to related research themes and possible further developments of our work.
2019
Semantic Web Science and Real-World Applications
Miltiadis D. Lytras, Naif Aljohani, Ernesto Damianinand Kwok Tai Chui
9781522571865
IGI Global
STATI UNITI D'AMERICA
Towards Patient-Centric Healthcare: Multi-Version Ontology-Based Personalization of Clinical Guidelines / Grandi, Fabio; Mandreoli, Federica; Martoglia, Riccardo. - (2019), pp. 273-301.
Grandi, Fabio; Mandreoli, Federica; Martoglia, Riccardo
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1174923
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