About John Randolph Medical Center. Founded in 1915, John Randolph Medical Center has grown into a 147-bed facility committed and dedicated to serving the entire Tri-Cities Region. We've also recently opened TriCities ER, a free-standing emergency room, to better serve the healthcare needs of the growing Tri-Cities community..