Defence Science and Technology Laboratory

A liquid handling platform for standardised quantification of cell-free enzymatic activity encoded by antimicrobial resistance genes

ABSTRACT Antimicrobial resistance (AMR) is a growing global threat to human health, and rapid methods for characterising emerging antimicrobial resistance genes (ARGs) are needed. Here, we develop a semi-automated workflow using cell-free gene expression (CFE) systems to measure...

Synthetic data assurance with conformal prediction

In this paper, we apply the methods of conformal prediction to the task of synthetic data assurance using images augmented with synthetic weather effects, and examine their fidelity and diversity with respect to both clear weather and adverse weather real image data. It can be ex...