The main goal of the study is to obtain pharmacokinetic and safety data of bumetanide in newborns with refractory seizures. The overall hypothesis is that bumetanide, added to conventional antiepileptic (antiseizure) medications, will be a safe and well tolerated medication, compared with conventional antiepileptic drugs alone.