Vicky W. Q. Hou

MonoXtract: A Deep Learning Framework for Extracting Transmembrane Protein Dynamics from Single-Color Single-Molecule Imaging

Abstract Single-color fluorescence-based single-molecule techniques enable label-efficient probing of membrane-associated biomolecular dynamics. However, extracting reliable kinetic information is challenging due to signal heterogeneity, noise and the absence of reference channel...