Unfortunately, the poor in America are more affected by 'lifestyle diseases' (smoking and obesity related illnesses, for instance), which may be more difficult to cure as they need to be addressed from a social angle, not just a medical one.
Well according to some graphs I found on Google, malaria mortality rates have reduced significantly in the past few decades [1], as have AIDS death rates [2]. Diabetes rates and mortality have however been continuously increasing.