Story highlights Bombs explode in three Baghdad neighborhoods

ISIS claims responsibility for one attack

(CNN) Explosions ripped through three Baghdad neighborhoods on Tuesday, killing at least 46 people.

ISIS claimed responsibility for one of the attacks.

The deadliest incident occurred in Baghdad's Sadr City, where a car bomb exploded, killing at least 24 people and wounding 71 others, according to security officials.

A bomb squad deactivated another bomb in a booby-trapped car in the same area, Iraqi television reported.

Two more explosions occurred in the al-Shaab neighborhood in northern Baghdad, killing at least 19 and wounding 44. A female suicide bomber may have been responsible for one of the blasts, the Interior Ministry said.