Yes, you can. They are available at most pharmacies in and around Doha. You can find them in the pharmacy located in Villaggio opposite Careffour. Several major outlets of Al Aziziya pharmacy also stock them.
Please keep in mind that crutches come in various sizes. While they are adjustable, it is important to know the size especially when you are taking them to another country.