The structure and patterning of branching morphogenesis in the developing kidney. This project aims to understand a fundamental developmental process known as branching morphogenesis, which drives the formation of many organs including the kidney, lungs and glands. Understanding this process will be of key importance in understand how our organs form.
Machine learning for organelle selection & feature detection in live cells. This project aims to addresses a roadblock in cell imaging and analysis by creating new mathematical and machine learning techniques for large datasets. Using advanced imaging and these analytic tools this project aims to define newly-discovered macropinosomes - cell structures with seminal roles in immunobiology. Outcomes will include a suite of computational tools that can be applied across bioscience to fully reveal a ....Machine learning for organelle selection & feature detection in live cells. This project aims to addresses a roadblock in cell imaging and analysis by creating new mathematical and machine learning techniques for large datasets. Using advanced imaging and these analytic tools this project aims to define newly-discovered macropinosomes - cell structures with seminal roles in immunobiology. Outcomes will include a suite of computational tools that can be applied across bioscience to fully reveal and quantify information contained within microscopic imaging and high impact knowledge for immunity. Innovative approaches will benefit the nation by capacity building in interdisciplinary technology.Read moreRead less