A spare Toshiba laptop that the kids use has a similar problem.
Shutdown, mains off, and if I remove the outer plastic surround (trim) of the screen, disconnect the two cables attached to the inverter (small pcb usually at the bottom of the screen) and reconnect them, the screen comes back to life on booting. Might be worth a try if the screen itself isn't u/s.