It seems the problem is early detection.
http://www.cdc.gov/vhf/ebola/diagnosis/
ELISA test. http://www.healthline.com/health/elisa#Overview1
So a person who had potential exposure to the disease and is showing symptoms (i.e. fever), it still may take days to positively identify if they have the disease.