There is a simple fix for L350 that will resolve this issue.
Click "Start" and type "MSCONFIG" in the search box. Press enter.
Click on the "Services" and untick "Notebook performance tuning service".
This is a part of the Toshiba TEMPRO software and seems to be the culprit. Once untick the "Please Wait" screen should only appear momentarily, if at all