My father has an HP Deskjet F2400 series printer and I tried to fix this issue last night.
My conclusion was simple... when I go visit him next month we will go buy him a new printer/scanner. Because even the Windows 10 Scan app doesn't like the printer. Its 7 years old so its time to replace it for something thats supported.