My laboratory is focused on development and application of molecular imaging techniques towards understanding radiation and cancer biology and improving treatment of human disease. Using modalities including positron emission tomography (PET), computed tomography (CT), fluorescence imaging, bioluminescence imaging, and small animal conformal radiotherapy, we are investigating the molecular and physiologic factors that determine tumor response to therapy.
My lab is focused on the development of imaging and molecular biomarkers for precision cancer medicine. We are interested in a broad range of clinical applications, including early cancer detection, diagnosis, prognostication, and prediction of treatment response. To achieve this goal, we integrate and analyze large-scale patient data sets with clinical annotations, including both imaging (radiologic, histopathologic) and molecular (genomic, epigenomic, transcriptomic) data. In addition, we develop and apply novel statistical and machine learning methods.