Why a Clinical Decision Support System is needed for Tinnitus?
Annu Int Conf IEEE Eng Med Biol Soc
; 2021: 2075-2078, 2021 11.
Article
em En
| MEDLINE
| ID: mdl-34891697
ABSTRACT
Tinnitus is the perception of a phantom sound and the individual's reaction to it. Although much progress has been made, tinnitus remains an unresolved scientific and clinical issue, affecting more than 10% of the general population and having a high prevalence and socioeconomic burden. Clinical decision support systems (CDSS) are used to assist clinicians in their complex decision-making processes, having been proved that they improve healthcare delivery. In this paper, we present a CDSS for tinnitus, attempting to address the question which treatment approach is optimal for a particular patient based on specific parameters. The CDSS will be developed in the context of the EU-funded "UNITI" project and, after the project completion, it will be able to determine the suitability and expected attachment of a particular patient to a list of available clinical interventions, utilizing predictive and classification machine learning models.Clinical Relevance - The proposed clinically utilizable CDSS will be able to suggest the optimal treatment strategy for the tinnitus patient based on a set of heterogeneous data.
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Base de dados:
MEDLINE
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Zumbido
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Sistemas de Apoio a Decisões Clínicas
Idioma:
En
Ano de publicação:
2021
Tipo de documento:
Article