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

grasia.fdi.ucm.es

+ Voice recording

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

Gracias