The purpose of this study is to compare the effectiveness of early treatment of anemia with epoetin alfa (a glycoprotein that stimulates red blood cell production) or best standard anemia care on the need for blood transfusions, tumor response, anemia and quality of life in patients with cancer receiving platinum-containing chemotherapy.