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BIG DATA IN HEALTHCARE AND SOCIAL SCIENCES
Victoria López, SocialBigData-CM
From the Nature to the Information
OUTLINE
Grasia-GTeC Research GroupBig Data technologies in useProject 1: Bip4CastProject 2: Wap MadridProject 3: Early Prediction & Classification EEG based
- Affective and Movement disorders- Nonlinear analysis and Machine learning combination
NoSQLFlexibilityHorizontally Scalable
Streaming processingScala programmingCloud computing
Open sourceLarge communityLow cost testing
https://github.com/Ana06/medical-data-androidhttps://github.com/davidpgomez/bip4cast.
Open SourceCross-platformHorizontally Scalable
1. Variety, Velocity, Volume2. Privacy & Anonymization
Victoria López, Gabriel Valverde, Julio C, Anchiraico y Diego Urgelés. “Specification of a Cad Prediction System for Bipolar Disorder”, Uncertainty Modelling in Knowledge Engineering and Decision Making, Proceedings of the 12th International FLINS conference, World Scientific Proceedings Series on Computer Engineering and Information Science, vol. 10, pp. 162-167. ISBN 978-981-3146-96-9, World Scientific, 2016.
Some challenges on medical data…
Florencia - Dresde - Nova Gorica - Madrid
2016:Implementación de un SGI incluyendo Aplicación Web y App2017: Análisis de la escalabilidad y arquitectura Big Data