Can taking aspirin when a woman is pregnant possibly lead to a miscarriage?

Not typically. I don't know what your dose was. However, the Aspirin is likely to make you bleed more if you do have a miscarriage. Some times it may blur the event as to it made it worse but didn't cause it.