Naslov
MULTISAB project: a web platform based on specialized frameworks for heterogeneous biomedical time series analysis - an architectural overview

Autori
Friganović, Krešimir ; Jović, Alan ; Jozić, Krešimir ; Kukolja, Davor ; Cifrek, Mario

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the International Conference on Medical and Biological Engineering 2017 / Badnjević, Almir - : Springer, 2017, 9-15

ISBN
978-981-10-4166-2

Skup
CMBEBIH 2017

Mjesto i datum
Sarajevo, Bosna i Hercegovina, 16.03.2017. - 18.03.2017

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
framework, web platform, biomedical time series, frontend development, signal visualization

Sažetak
The aim of this work is to present an architectural overview of a novel web platform used for heterogeneous biomedical time series analysis. Its architecture is based on three subprojects: frontend, backend, and processing. Frontend uses several contemporary web technologies to present a fast, responsive and pleasing user interface. Backend, written in Java, communicates with a database and with other servers, on which the processing subproject is deployed. The processing subproject contains several frameworks intended for: record input handling, signal preprocessing, data visualization, general time series features extraction, specific time series features extraction (e.g. heart rate variability and electroencephalogram), data mining, and reporting. The platform is in an early phase of implementation, but we demonstrate its features and capabilities, of which feature extraction frameworks and signal visualization currently stand out.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo, Kliničke medicinske znanosti

POVEZANOST RADA