Autor según el artículo: Lopez, Beatriz; Torrent-Fontbona, Ferran; Masana Marin, Luis; Zamora, Alberto;
Departamento: Medicina i Cirurgia
Autor/es de la URV: Masana Marín, Luis
Palabras clave: Tool Risk Medication Lowering treatment Knowledge-based systems Hypercholesterolemia detection Guideline Efficacy Dyslipidemia treatment Disease Decision-support-system Clinical decision support systems Cholesterol management
Resumen: HTE 3.0 aims to support clinicians in the detection of patients with dyslipidemia, especially patients with familial hypercholesterolemia (FH), and in the recommendation of personalized lipid-lowering treatments. The core of HTE 3.0 is a clinical decision support system in which several knowledge-based systems are serialized: patient detection, therapeutic target setting, personalized treatment assessment, and treatment combination and prioritization, according to different criteria. The experimental evaluation of HTE 3.0 shows that the use of HTE 3.0 would mean increasing the capacity to detect FH by 5.7 times compared with usual clinical practice. Regarding the lipid-lowering treatment, a comparison of 18 cases among seven lipidologists shows that the differences between treatments provided by HTE 3.0 and human lipidologists are smaller than the differences between human experts.
Áreas temáticas: Theoretical computer science Engenharias iii Control and systems engineering Computer science, theory & methods Computer science, artificial intelligence Computational theory and mathematics Ciência da computação Artificial intelligence Administração pública e de empresas, ciências contábeis e turismo
Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
Direcció de correo del autor: luis.masana@urv.cat
Identificador del autor: 0000-0002-0789-4954
Fecha de alta del registro: 2024-09-07
Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
Referencia al articulo segun fuente origial: Expert Systems. 39 (1):
Referencia de l'ítem segons les normes APA: Lopez, Beatriz; Torrent-Fontbona, Ferran; Masana Marin, Luis; Zamora, Alberto; (2022). HTE 3.0: Knowledge-based systems in cascade for familial hypercholesterolemia detection and dyslipidemia treatment. Expert Systems, 39(1), -. DOI: 10.1111/exsy.12835
Entidad: Universitat Rovira i Virgili
Año de publicación de la revista: 2022
Tipo de publicación: Journal Publications
Repositori URV