This seems like a good explanation:

https://www.techlicious.com/tip/how-to-reset-android-phone-without-losing-data/

It looks like you can choose which apps you can restore, from the description. No idea what other granularity there is.

It looks like it will take a while.

I haven't done it myself.

Good luck!

Cheers,
Scott.