A state department spokesman said the 69-year-old's family is with him at the hospital.
Holbrooke was named to his post by Obama early in his administration. The veteran diplomat is perhaps best known for helping broker the 1995 agreement that ended the war in Bosnia.
The Associated Press contributed to this report.