Apart from the antibiotic therapy, all participants will be managed according to the appropriate guidelines. Patients with febrile neutropenia hospitalized in the University Hospital of the Federal University of Minas Gerais are routinely cared by an experienced hematology specialist together with an infectious diseases consultant. This standard care will be offered to all patients included in the study. The final decision regarding antibiotic therapy will be always let to the discretion of these specialists.