digitalization vs digitalize

digitalization is a noun but digitalize is not a noun.

Word	Noun	Adjective	Verb	Adverb
digitalization	Yes	No	No	No
digitalize	No	No	Yes	No

digitalization (noun)	digitalize (noun)
the administration of digitalis for the treatment of certain heart disorders

digitalization (verb)	digitalize (verb)
	administer digitalis such that the patient benefits maximally without getting adverse effects
	put into digital form, as for use in a computer