EDS just give you the constituents of your material and no more details. If you want to differentiate between various uranium ore minerals, you need to use XRD it will provides you by different XRD patterns.
EDS can show you whether your specimen contains Si, or Ti, or Ca, etc. If it is enough to you to identify you mineral, then go for it. Otherwise use XRD.