معرفی
Andriy I Bandos is an Associate Professor and Director of the MS Program in the Department of Biostatistics and Health Data Science at the University of Pittsburgh, with a joint appointment in Radiology. His work bridges biostatistical methodology and medical imaging research, focusing on improving diagnostic accuracy and developing statistical frameworks for evaluating imaging technologies.
Education:
- 2000: MS in Mathematics, V.N. Karazin Kharkiv National University (Ukraine)
- 2005: PhD in Biostatistics, University of Pittsburgh
Research Interests center on receiver operating characteristic (ROC) analysis, free-response ROC (FROC) methodology, and statistical evaluation of diagnostic tools. His contributions include advancing techniques for assessing detection-localization accuracy in medical imaging, particularly for breast cancer screening and radiology applications.
Notable Publications focus on digital breast tomosynthesis, contrast-enhanced mammography, and ROC/FROC analysis, with recent work addressing COVID-19 severity quantification and AI automation in medical imaging. He has developed statistical tests for comparing diagnostic systems and analyzing observer performance variability.
Professional Service includes serving as Associate Editor for the Biometrical Journal, peer-review activities for journals like Biometrics and Radiology, and involvement in NIH study sections (MCDC), FDA advisory panels, and UK Medical Research Council grant reviews.
