Nicoleta Serban

Virginia C. and Joseph C. Mello Professor

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.


Office Location:
Groseclose 438

Departmental Bio

  • Laboratory Site

  • PubMed

    Georgia Institute of Technology

    College of Engineering
    H. Milton Stewart School of Industrial and Systems Engineering
    Research Focus Areas:
  • Platforms and Services for Socio-Technical Frontier
  • Additional Research:

    Statistics; Data Mining; Health Analytics; Health Systems; Enterprise Transformation

    Research Affiliations: Center for Pediatric Innovation (CPI)

    IRI Connection: