In this paper we recall the basic mathematical fundamentals of Formal Concept Analysis (FCA) and analyse the possibilities to define soft sets from a concept lattice. We propose two ways of finding soft sets in a concept lattice of FCA model. We give also an example of soft set in the framework of digital medical image. We prove the usefulness of working with soft sets for the ROI -RONI categorization of a medical image.