Job and pregnancy

I start a new job monday and i just found out im pregnant ( no planned) i dont want to tell anybody... How do i deal with this? Should i tell my mannager? Or wait at least 12-15 weeks to tell my new job? And if i have a doctor app how do i ask without they finding out?