The present study will investigate the safety, tolerability and spectrum of side effects of AGuIX in combination with whole brain radiation therapy. As such, this study will characterize the dose limiting toxicities (DLT) and maximum tolerated dose (MTD) of in combination with whole brain radiation therapy in patients with multiple brain metastases.