Senior organiser Steven Briggs said the union had been in negotiations since about June to increase their pay, which started at $14.62 an hour.
However, the Government was enforcing a wage freeze.
The group joined about 2700 other workers at 35 public hospitals across the country for the two-hour stopwork meeting.
Northern region secretary Jill Ovens said a resolution calling for a "mass protest stoppage of up to 24 hours in November involving as many public sector and publicly funded workers as possible" was strongly supported.