Autor segons l'article: Lopez, Beatriz; Torrent-Fontbona, Ferran; Masana Marin, Luis; Zamora, Alberto;
Departament: Medicina i Cirurgia
Autor/s de la URV: Masana Marín, Luis
Paraules clau: Tool Risk Medication Lowering treatment Knowledge-based systems Hypercholesterolemia detection Guideline Efficacy Dyslipidemia treatment Disease Decision-support-system Clinical decision support systems Cholesterol management
Resum: 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.
Àrees temàtiques: 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
Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
Adreça de correu electrònic de l'autor: luis.masana@urv.cat
Identificador de l'autor: 0000-0002-0789-4954
Data d'alta del registre: 2024-09-07
Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
Referència a l'article segons font original: Expert Systems. 39 (1):
Referència 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
Entitat: Universitat Rovira i Virgili
Any de publicació de la revista: 2022
Tipus de publicació: Journal Publications
Repositori URV