Israeli security forces said they were carrying out "a counterterrorism operation to thwart terror" in Jenin and Tulkarm.
The US says it is working to avoid any further escalation after 10 months of hostilities that have raised fears of an all-out war.
Iran had warned that Israel would be "punished" for a strike on its consulate in Syria on April 1.
