معرفی
Dr. Luke Marinovich is a Research-Focused Academic affiliated with the Faculty of Medicine and Health (FMH) at the University of Sydney, associated with the Daffodil Centre. His work centers on breast cancer screening, particularly leveraging artificial intelligence (AI) in diagnostic imaging and evaluating its integration into clinical workflows. He investigates topics such as AI concordance with evidence-based guidelines, breast density impacts, and risk-stratified screening strategies.
Key research areas include: AI-driven mammography interpretation, outcomes of digital breast tomosynthesis vs mammography, and the influence of lifestyle and genetic factors on breast cancer incidence. Recent studies analyze AI chatbot reliability in cancer screening advice and women’s preferences for AI in screening processes.
His research also extends to interpregnancy intervals and their effects on adverse birth outcomes, reflecting a broader interest in reproductive health epidemiology. He has secured grants from the National Breast Cancer Foundation and FMH for projects on AI in screening and risk prediction models.
Dr. Marinovich collaborates on international cohort studies, including analyses of pregnancy complications and breast cancer risk factors. His team advises on optimizing screening protocols and addressing healthcare disparities in screening access. Current research student Sohel RANA is exploring lifestyle factors and generational differences in breast cancer incidence.
Publications span journals like Patient Education and Counseling, European Radiology, and Breast, emphasizing methodological rigor in systematic reviews and meta-analyses.
