Getianshi, be assured that rad-onc research will live long and prosper. There is basic science in both biology and physics as well as clinical research. There are several journals devoted to these topics, and I suggest checking out an issue of International Journal of Radiation Oncology Biology and Physics to get an idea of what's out there.
Joe