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Erschienen in:
2017 | OriginalPaper | Buchkapitel
MULTISAB project: a web platform based on specialized frameworks for heterogeneous biomedical time series analysis - an architectural overview
verfasst von : Kresimir Friganovic, Alan Jovic, Kresimir Jozic, Davor Kukolja, Mario Cifrek
Erschienen in: CMBEBIH 2017
Verlag: Springer Singapore
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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.