MULTISAB project: a web platform based on specialized frameworks for heterogeneous biomedical time series analysis - an architectural overview (CROSBI ID 646078)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Friganović, Krešimir ; Jović, Alan ; Jozić, Krešimir ; Kukolja, Davor ; Cifrek, Mario
engleski
MULTISAB project: a web platform based on specialized frameworks for heterogeneous biomedical time series analysis - an architectural overview
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.
framework, web platform, biomedical time series, frontend development, signal visualization
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Podaci o prilogu
9-15.
2017.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the International Conference on Medical and Biological Engineering 2017
Badnjević, Almir
Springer
978-981-10-4166-2
1433-9277
Podaci o skupu
CMBEBIH 2017
predavanje
16.03.2017-18.03.2017
Sarajevo, Bosna i Hercegovina