Radiation Therapy for Stomach Cancer. Radiation therapy for stomach cancer involves the use of high-energy rays to destroy cancer cells. Prior to undergoing a surgical procedure, a patient may receive radiation treatment in order to shrink the tumors to facilitate their removal. After surgery, radiation can be used to target residual cells that could not be surgically removed.