The present invention provides methods for guiding preservation of neurons or nerves during surgery by administering a fluorescently-labeled peptide or aptamer that specifically binds to the neurons or nerves. The invention further provides targeting molecules of fluorescently-labeled peptides or aptamers that specifically bind to neurons or nerves and for compositions thereof.