The term hose to me implies an elastomer or rubber tube, with an integral (i.e. molded-in), braided or wound, polymer or wire reinforcement.
"Tube" implies any hollow cylinder, usually of one monolithic piece of material. Artillerymen sometimes refer to their weapons as "tubes".