Police say the 59-year-old hiker was having a cardiac emergency on Bear Mountain just after 2:30 p.m.
Members of the Aviation Unit located the victim and lowered a Tactical Medic down to his location.
He was then placed onto a backboard and was secured in the helicopter.
The victim was transported to Westchester County Medical Center where he is expected to survive.