Quantitative imaging biomarkers of early cancer detection
While not anticipated during the original grant submission, we have initiated a large joint research project with the Slovenian Breast Cancer Screening Programme (DORA). The goal was to utilize advanced radiomics, and artificial intelligence-based image analysis methods to assess breast cancer risk from mammogram images. We have shown the comparable performance of AI and humans in assessing breast mammogram density but at much-reduced effort . We have partnered with our collaborators from KU Leuven, Belgium, to develop further and cross-validate our methodologies (FWO-ARRS G0A7121N grant).