Democratic presidential nominee Hillary Clinton leaves her daughter's apartment building after resting on September 11, 2016, in New York. One of the drugs Democratic presidential nominee Hillary Clinton is taking for pneumonia can cause "neurological" side effects and may have provoked her viral collapse Sunday , according to medical professionals.