Nicoleta Serban


Nicoleta

 

Serban

Professor
Primary School/Department: 
Milton Stewart School of Industrial and Systems Engineering

Phone: 
404-385-7255
Office Location: 
Groseclose 438
University: 
Georgia Institute of Technology

Research Affiliations:

Research Center Affiliations: 
Center for Pediatric Innovation (CPI)

Research Interests:

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.