CSH Workshop: "Towards a Theory of Health Trajectories from Longitudinal Data" - CSH

CSH Workshop: “Towards a Theory of Health Trajectories from Longitudinal Data”


May 23, 2019 | 9:45May 24, 2019 | 13:00

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This workshop is organized by Peter Klimek, Stefan Thurner and Nils Haug, Medical University of Vienna & CSH Vienna.

 

Abstract

Patient health is typically characterized by a combination of clinical conditions and diseases. Often these diseases do not occur independently from each other but in specific temporal patterns. The increasing availability of large-scale observational healthcare data, e.g. electronic health records and claims data, triggered increasing interest into the problem of how to mine such data for temporal patterns and how to use this information to build predictive models for disease trajectories. With this workshop we aim to bring together the world’s leading researchers working on these and related questions in order to discuss open problems and recent advances in an informal atmosphere.

 

AGENDA

Presentations:

Alexia Giannoula: System level analysis of disease trajectories using clinical, genetic & phenotypic similarities

 

Nils Haug: History-dependent Modeling of Patient Health Trajectories

 

Diether Kramer: Machine Learning and Predictive Analytics

 

Werner Leodolter: Smart Data and Clinical decision support: Strategic aspects of a big healthcare provider

 

Srebrenka Letina: Using comorbidity networks to understand psychopathology

 

Markus Strauss: Data-driven identification of disease phenotypes from higher-order correlations

Details

Start
May 23, 2019 | 9:45
End
May 24, 2019 | 13:00

Organizer

Complexity Science Hub Vienna
Phone
+43 1 59991 600
Email
office@csh.ac.at
Website
www.csh.ac.at

Venue

Complexity Science Hub Vienna
Josefstaedter Straße 39
Wien,1080
+ Google Map
Phone
+43 1 59991 600
Website
www.csh.ac.at