Yes. It will require medical intervention to remove all products of conception though. It is not as simple as a m/c during the first couple of months.
Its possible to miscarry ANY time through the pregnancy. There are different stages and different types of miscarriage, there are many info sites online, try putting "Miscarriages information" in google or something,might explain some more.