Was the Bubonic plague the biggest health obstacle during building the Panama Canal?

It is estimated that around 27 500 workers died in the construction of the Panama Canal. The Bubonic Plague accounted for some of them, but malaria and yellow fever were far more prevalent, and killed considerably more workers.