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 !

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

Jović, Alan ; Kukolja, Davor ; Jozić, Krešimir ; Horvat, Marko A Web Platform for Analysis of Multivariate Heterogeneous Biomedical Time-Series - a Preliminary Report // Proceedings of the 23rd International Conference on Systems, Signals and Image Processing / Podhradsky, Pavel ; Rozinaj, Gregor ; Rybarova, Renata (ur.). Bratislava, 2016. str. 70-x

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

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

Podaci o prilogu

70-x.

2016.

nije evidentirano

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

Povezanost rada

Računarstvo