Some medicines can raise your chances of stroke. For instance, blood-thinning drugs, which doctors suggest to prevent blood clots, can sometimes make a stroke more likely through bleeding. Studies have linked hormone therapy, used for menopause symptoms like hot flashes, with a higher risk of strokes -- and low-dose estrogen in birth control pills may also make your odds go up.