Iraq on Sunday sentenced 19 Russian women to life in prison for joining the Islamic State group, the latest in a series of heavy verdicts against foreign women linked to the militants.

The head of Baghdad's Central Criminal Court, which deals with terrorism cases, said the women were found guilty of “joining and supporting IS”, according to an AFP journalist at the hearing.

Six women from Azerbaijan and four from Tajikistan were also condemned to life in prison on Sunday on the same charge.

The women, who have the right to appeal against the sentences, entered the court one-by-one dressed in black headscarves and pink blouses, most of them accompanied by their children.

They addressed the court through a translator, a Russian-language professor at Baghdad University hired by their embassy for the trial.

“We will contact the parents to inform them of the verdict,” a Russian diplomat at the hearing told AFP.

IS took over nearly one-third of Iraq in a blistering 2014 offensive, seizing control of the country's second-largest city, Mosul, among others.

Baghdad declared military victory over the militants in December, after expelling them from all urban centres.

It has detained at least 560 women and 600 children identified as militants or relatives of suspected IS fighters, and is wasting no time in putting them on trial.

Most of the women on trial on Sunday claimed they were tricked into going to Iraq.

“I did not know we were in Iraq,” said one of the accused.

“I went with my husband and my children to Turkey to live there, and then I suddenly discovered that I was actually in Iraq.”

Experts estimate that Iraq is holding 20,000 people in jail over suspected IS membership. There is no official figure.

Iraqi courts have sentenced to death a total of more than 300 people, including dozens of foreigners, for belonging to IS, judicial sources said earlier this month.

Iraq's anti-terrorism law empowers courts to convict people who are believed to have helped militants even if they are not accused of carrying out attacks.