A change in the morphology or behavior of a myeloid cell resulting from exposure to an activating factor such as a cellular or soluble ligand, leading to the initiation or perpetuation of an immune response. [ http://openisbn.com/search.php?q=0781735149&isbn=1/ GOC:add ]