Accessing table columns from Power BI REST API

The Power BI REST API to get a list of tables from a dataset returns a JSON object of tables where each table object has a name field. Is there any way to get all the columns assosciated with the table? This will be useful when applying filters on tiles/reports while embedding them in an app.