Model-based data mining methods for identifying patterns in biomedical and health data

Model-based data mining methods for identifying patterns in biomedical and health data

In this thesis we provide statistical and model-based data mining methods for pattern detection with applications to biomedical and healthcare data sets. In particular, we examine applications in costly acute or chronic disease management. In Chapter II, we consider nuclear magnetic resonance experi...

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Bibliographic Details
Main Author: Hilton, Ross P.
Other Authors: Serban, Nicoleta
Format: Others
Language:en_US
Published: Georgia Institute of Technology 2016
Subjects:
Component identification
Healthcare utilization
Sequence clustering
Latent variable model
Medicaid system
Online Access:http://hdl.handle.net/1853/54387

Internet

http://hdl.handle.net/1853/54387

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