An oncologist is a medical physician and would require you to do 4 years of medical school, 3 years of internal medicine and 3 years of heme onc training. Alternatively if you wanted to focus on cancer research and not clinical applications you could simply get your PhD and focus on cancer research through that. There is no shortcut through medical school however even if you have a masters or a PhD.