Yes, you can choose to have a certain gender conceived during an IVF. Before the embryo is planted in your uterus, its cells can be tested for either female or male chromosomes. You can choose to implant and desired sex and discard the others. However, this service is considered illegal in many countries but within the U.S. there are no legal issues even though not all doctors or practices provide this service.