The cell population statistics (e.g. proportions or counts) can be used to perform the outlier detection. You can check out QUALIFIER package. But if you decide the package is a little over complicated for you, you can also do it own your own. i.e. extract proportions by `getPopstats` for each population and call outliers using your own criteria or function or visualize it with `ggplot`.