Another known issue is if you have object cache enabled. If this is the case, then you should empty the cache and then try a new scan.
Otherwise, I would disable each extra plugin at a time to check if there is a conflict that prevents the scan from starting.
Maybe AJAX handler (admin-ajax.php) is being blocked somehow.
Tools / Diagnostics also could provide some useful info. Try check the log files there.