As I understood it, the key difference was being able to add functionality by installing third-party applications. That's what made a smartphone "smart", as opposed to a featurephone which was stuck with only the "features" implemented by the manufacturer.

If you're looking for a word to describe phones whose interface consists of a touchscreen with icons and gestures, I'd suggest "phablet".