Researchers from the Institute for Molecular Medicine Finland (FIMM) and collaborators at Helsinki Institute for Information Technology (HIIT) present a new computational platform, ScType, for cell profiling based single-cell RNA-sequencing data. They also demonstrate how it distinguishes between healthy and malignant cells, making it a versatile tool also for cancer applications. Open access through a web-based interface or as an open source R-package.