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The Iraqi warplanes carried out airstrikes on the main IS desert redoubt in Mteibijah area, which is on the provincial border.
More than34 people were wounded in the attack happened in the centre a town lying 60 kilometres away from the capital.
A suicide car bombing in Baghdad killed at least 23 people on Monday and wounded 45 others.
With Iraqi troops making steady progress in their assault to retake Mosul from the jihadists, a US defence official said Baghdadi had fled to avoid being trapped inside.
At least seven people were killed and 12 wounded on Tuesday in a car bomb explosion at a crowded street in Iraqi capital Baghdad.
This could be the most brutal fighting yet in a four-month-old operation on the country's second city.
Protesters want an overhaul of the electoral law and the electoral commission to be replaced, on the grounds that both currently favour dominant parties.
The death toll from a car bomb attack in a southern Baghdad neighborhood has reached 59 with 66 others injured.
A car bomb has struck Baghdad's southwestern al-Bayaa neighbourhood shortly before sunset Thursday, killing 51 and wounding more than 60 others.
The statement said Iraqi air force F-16 jets struck a meeting of top IS commanders on February 11, but did not make clear whether Baghdadi was present.
Two youngsters from the coastal districts of Andhra are said to have joined ISIS by taking an oath of allegiance in favour of Abu Bakr al-Baghdadi.
Iraqi forces have pushed IS out of much of the territory the group once held, but a wave of recent bombings have highlighted the danger the jihadists pose to civilians even as they lose ground.
A suicide bomber blew up a car at the entrance of Baghdad's main vegetable market on Sunday, killing at least 11 people.
Many of the victims were daily labourers waiting for jobs at an intersection in Sadr City, sources said.
Officials say the target of the attack appears to have been a bus carrying Iranian pilgrims.