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Applications of sequential mining and data modeling for personalized medicine
(Georgia Institute of Technology, 2016-11-11)
Healthcare data modeling and analytics as an area of study has gathered momentum especially after the increased adoption of Electronic Health Records (EHRs) by various provider facilities. Clinicians are getting valuable ...
A treatment recommendation tool based on temporal data mining and an automated dynamic database to record evolving data
(Georgia Institute of Technology, 2015-04-28)
The thesis examines sequential mining approaches in the context of treatment recommendation for Gliblastoma (GBM) patients. GBM is the most lethal and biologically the most aggressive forms of brain tumor with median ...