Nalazite se na CroRIS probnoj okolini. Ovdje evidentirani podaci neće biti pohranjeni u Informacijskom sustavu znanosti RH. Ako je ovo greška, CroRIS produkcijskoj okolini moguće je pristupi putem poveznice www.croris.hr
izvor podataka: crosbi

HEARTFAID's ECRF: Lessons learnt from using a two-level data acquisition and storage system for knowledge discovery tasks within an electronic platform for managing heart failure patients (CROSBI ID 160077)

Prilog u časopisu | izvorni znanstveni rad

Kononowicz, Andrzej ; Styczkiewicz, Katarzyna ; Bacior, Bogumila ; Bošnjak, Matko ; Horvat, Rajko ; Prcela, Marin ; Gamberger, Dragan ; Sciacqua, Angela ; Valentini, Maria Consuelo ; Kawecka-Jaszcz, Kalina et al. HEARTFAID's ECRF: Lessons learnt from using a two-level data acquisition and storage system for knowledge discovery tasks within an electronic platform for managing heart failure patients // Bio-Algorithms and Med-Systems, 5 (2009), 10; 59-69

Podaci o odgovornosti

Kononowicz, Andrzej ; Styczkiewicz, Katarzyna ; Bacior, Bogumila ; Bošnjak, Matko ; Horvat, Rajko ; Prcela, Marin ; Gamberger, Dragan ; Sciacqua, Angela ; Valentini, Maria Consuelo ; Kawecka-Jaszcz, Kalina ; Parati, Gianfranco ; Conforti, Domenico ;

engleski

HEARTFAID's ECRF: Lessons learnt from using a two-level data acquisition and storage system for knowledge discovery tasks within an electronic platform for managing heart failure patients

Case report forms are important sources of medical knowledge in all clinical studies. Electronic versions of these forms have several advantages compared to traditional paper-based questionnaires, and they have been adopted in many contemporary research projects in medicine. This paper presents a framework for creating case report forms designed with a two-level approach. Data at the generic information model level is stored in EAV (entity-attribute-value) tables and extended by tables facilitating specification of the questionnaire layout. The second layer (knowledge model) specifies the domain specific concepts describing the field of application of the questionnaire. This framework has been applied and tested in the frame of an EU FP6 research project – HEARTFAID – the objective of which was to build a knowledge-based platform supporting the management of elderly patients suffering from heart failure. Data collected by the electronic case report form (eCRF) was used in the project’s knowledge discovery and decision support tasks. The work presents a new way for effective extraction of the data necessary for the integration with the knowledge discovery process in a distributed, service oriented framework of the HEARTFAID platform. It is demonstrated that it is feasible to implement these tasks using the two-level EAV table design.

Electronic Data Capture ; Remote Data Entry ; EAV ; Two Layers Modelling ; eCRF ; Spring Framework

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

Podaci o izdanju

5 (10)

2009.

59-69

objavljeno

1895-9091

1896-530X

Povezanost rada

Računarstvo