An Ontology-Driven Adaptive System for the Patient Treatment Management

Emna Mezghani; Marcos Da Silveira; Cédric Pruski; Ernesto Expósito; Khalil Drira

An Ontology-Driven Adaptive System for the Patient Treatment Management

Emna Mezghani ¹ Marcos Da Silveira ² Cédric Pruski ² Ernesto Expósito ^{3, 1} Khalil Drira ¹

1 LAAS-SARA - Équipe Services et Architectures pour Réseaux Avancés

LAAS - Laboratoire d'analyse et d'architecture des systèmes [Toulouse]

2 LIST - Luxembourg Institute of Science and Technology

3 LIUPPA - Laboratoire Informatique de l'Université de Pau et des Pays de l'Adour

Abstract : Advances in the Web and healthcare data capture technologies have far-reaching benefits for the development of new clinical decision support systems that accelerate decision- making and generate personalized treatments. However, the diversity of healthcare data formats, the lack of computer interpretable representation of medical interventions, and the distribution of reliable medical knowledge sources constitute important barriers to better support the medical decision process. To deal with these issues, we propose the Treatment Plan Ontology (TPO) that formalizes medical interventions, and allows medical systems sharing and reasoning over them. This knowledge together with the acquired patient data are then reused by the autonomic processes that we have developed in order to timely detect anomalie s and support the physicians in personalizing the patient treatment at the right time. We demonstrate the system efficiency through a use case for managing hyperglycemia in type 2 diabetes.

Document type :

Conference papers

Domain :

Computer Science [cs]

Complete list of metadatas

https://hal-univ-pau.archives-ouvertes.fr/hal-01912861
Contributor : Gaelle Chancerel <>
Submitted on : Monday, November 5, 2018 - 5:17:46 PM
Last modification on : Monday, April 29, 2019 - 4:26:17 PM

An Ontology-Driven Adaptive System for the Patient Treatment Management

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An Ontology-Driven Adaptive System for the Patient Treatment Management

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