Byungju Kim

smDeepFLUOR uses deep learning to classify single-molecule fluorescence signals, distinguishing specific from nonspecific protein binding with 97% accuracy and capturing DNA synthesis kinetics.

The paper introduces a surface-free single-molecule blotting platform called DNA Hanger that reduces nonspecific binding and improves sensitivity for detecting sub-picomolar concentrations of fluorophore-conjugated proteins.