Dr. Serban's research interests on Health Analytics span various dimensions including large-scale data representation with a focus on processing patient-level health information into data features dictated by various considerations, such as data-generation process and data sparsity; machine learning and statistical modeling to acquire knowledge from a compilation of health-related datasets with a focus on geographic and temporal variations; and integration of statistical estimates into informed decision making in healthcare delivery and into managing the complexity of the healthcare system.
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Research Center Affiliations:
Center for Pediatric Innovation (CPI)
Georgia Institute of Technology
Petit Faculty Member
Milton Stewart School of Industrial and Systems Engineering
Scholar Applicant Reviewer