Hi richsufan,
Does clearing the thumbnail cache solve the issue?
If not, then Can you please try with the latest update of Acrobat DC / Reader that is available now. ?
Even if this doesn't solve your issue, then could you please let me know , what was your previous operating system version ?(before upgrading to Windows 10)
Thanks
Param