Methods of identifying microRNA labeled with a fluorescent probe in a biological sample are disclosed. The methods include obtaining a plurality of fluorescence images of the sample and forming an image stack based on the plurality of fluorescence images, decomposing the image stack to obtain a component image that corresponds to the labeled microRNA, and identifying the microRNA based on the component image.