Will DIY HRT get me in trouble?

Incoming freshman, and I’m hoping to be able to do MtF hormone replacement therapy. Finding a proper endocrinologist that actually knows how to treat trans people and provide the properly satisfying levels and estradiol is equitable to winning the lottery, so I hope to do it myself in order to skip the steps associated with it.

In the prohibited items list, it explicitly states that prescription drugs without a prescription are not allowed. Would Estradiol fall under this? In addition to that, if found during a room check, would it be confiscated?