The 58-year-old singer's 11-year-old daughter and son, Mercy and David, are also from Malawi.
Madonna is shooting down a report that she filed to adopt two more children from Malawi.
"I am in Malawi to check on the children’s hospital in Blantyre and my other work with Raising Malawi and then heading home,” the 58-year-old singer said in a statement to ET. “The rumors of an adoption process are untrue.”
WATCH: Madonna Clarifies Her Comments About Blowing Up White House Given During Women's March Speech
On Wednesday, a government spokesman in Malawi had told the Associated Press that Madonna appeared before the High Court to file for adoption, and would have to wait about a week for the court to decide whether to grant the adoption order.
In 2008, the pop star adopted David Banda with then husband, Guy Ritchie, from Malawi. A year later, she went back to the country and adopted Mercy James. Both children are now 11 years old.
Madonna also has two biological children, 20-year-old Lourdes Leon and 16-year-old Rocco Ritchie.
WATCH: Madonna Says Having 'Lovers Three Decades Younger' Than Her Makes People 'Uncomfortable'
Madonna's love for Malawi came long before she adopted David and Mercy. In 2006, she founded the charity Raising Malawi, which supports orphans and vulnerable children in the African country through health, education and community support.
UPDATE: This post has been updated to include a response from Madonna. The original story was published on Jan. 25, 2017 at 7:43 a.m. PT.
WATCH: Madonna Shares Adorable Photos With Her Kids During Holiday Ski Trip