The Israeli army said it was checking the report.
The Palestinian medics said two more Islamic Jihad militants were wounded in gun battles between Israeli troops and gunmen in the area.
The number of such military raids against Palestinian militants in Gaza has increased since the Islamist Hamas group took over the territory by force this month. Israel pulled its forces and settlers out of the area in 2005.
Four Palestinians killed in clashes with Israel