They do, it’s called the AMA, American Medical Association. Very tight control of who can be a doctor, how many new doctors per year, etc. which ensures salaries stay high. They also fight against other roles like nurses doing too much doctor-like work, helping doctor pay while harming nursing pay.

They lobbied for more residencies for years. Complain to your republican representatives for rejecting it each time.