However, the statement did not disclose any details about the surgery and the hospital and the country where it was performed.
Gandhi is reportedly in the US for the surgery.
Children Rahul Gandhi and Priyanka Gandhi Vadra and son-in-law Robert Vadra are with Gandhi, the party said.
Gandhi's family has requested that her privacy be respected.