A Web Platform for Analysis of Multivariate Heterogeneous Biomedical Time-Series - a Preliminary Report (CROSBI ID 635773)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Jović, Alan ; Kukolja, Davor ; Jozić, Krešimir ; Horvat, Marko
engleski
A Web Platform for Analysis of Multivariate Heterogeneous Biomedical Time-Series - a Preliminary Report
Biomedical time-series analysis is a diverse field that includes biomedical engineering, computer science, and medical achievements, with the goal to save human lives and improve the quality of healthcare. In this paper, we present a preliminary report on construction of an innovative web platform for heterogeneous multivariate biomedical time-series analysis. The platform will feature data upload, preprocessing, feature extraction, model construction, visualization of signals and disorders, and reporting. Several scenarios of use will be prepared for a user, depending on his research or practice goals. An expert system for feature recommendation, specifically designed to support clinical decisions, will be implemented in the platform. In the current phase of research on our project, we describe the features of the platform, including some of its technological details, and the way in which we designed scenarios of use. Future papers will focus on specific aspects of the platform.
Biomedical time-series analysis; Machine learning; Web platform; Expert system; Visualization; Use case scenario
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Podaci o prilogu
70-x.
2016.
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objavljeno
978-1-4673-9554-0
Podaci o matičnoj publikaciji
Proceedings of the 23rd International Conference on Systems, Signals and Image Processing
Podhradsky, Pavel ; Rozinaj, Gregor ; Rybarova, Renata
Bratislava:
Podaci o skupu
23rd International Conference on Systems, Signals and Image Processing (IWSSIP 2016)
predavanje
23.05.2016-25.05.2016
Bratislava, Slovačka