It would be considered "highly contagious" in casual speech if you come into contact with infected bodily fluids, either directly or nearby by droplet transmission. But it is not infectious like a true airborne pathogen, floating around in the air just waiting for you (something like weaponized powdered anthrax).
Then the proper term would be infectious, not highly contagious like a common cold is.