Implementation of a virtual patient model for older people and extraction of clinical profiles through clustering analysis

• Main Author: Καλογιάννης, Σπυρίδων
• Other Authors: Μεγαλοοικονόμου, Βασίλειος
• Format: Thesis
• Language: English
• Published: 2019
• Subjects: Electronic health records; Semantic interoperability; OpenEHR; HBase; Frailty; Clustering; Manifold learning; Locally linear embedding; Non-linear dimensionality reduction; Ηλεκτρονικοί φάκελοι υγείας; Σημασιολογική διαλειτουργικότητα; Συσταδοποίηση; Μη-γραμμική μείωση διαστατικότητας; Ευθραυστότητα; 610.285

In this work we exploit the openEHR framework for the representation of frailty in ageing population in order to attain semantic interoperability, and we present the methodology for adoption or development of archetypes. Frailty is a common clinical syndrome in ageing population that carries an i...