Can I keep the digitally signed contract in paper form?

No.

Thanks to the visual signature, it can be seen on the printed contract that it was digitally signed. However, since the digital certificates are lost with the printing, the traceability of the signature and thus the corresponding evidental value is not given. A contract signed with a qualified electronic signature must therefore always be stored in electronic form.