Background: Nosocomial infections due to Extended-spectrum β-lactamase-producing Enterobacteriaceae (ESBL-PE) is increasing worldwide. This study aimed to describe the clinical characteristics, antibiotic-resistant patterns, and prognostic factors associated with nosocomial infections caused by ESBL-PE in cancer patients. Methods: This retrospectively analyzed patients with nosocomial infections caused by E. coli from August 2013 to May 2019 and was conducted to investigate the risk factors, clinical features, outcomes, and antibiotic-resistant patterns of these infections. Results: Of the 1008 nosocomial infection episodes, 265 patients suffered from infections with E. coli, and 155 episodes were caused by ESBL-PE. A multivariate analysis showed that the length of antibiotics treatment more than 6.93 days was an independent risk factor for nosocomial infections in cancer patients caused by ESBL-PE. ECOG performance status score more than 2, presence of respiratory tract infection, septic shock, lymphocytopenia, and hypoproteinemia were independent risk factors for 30-day mortality in cancer patients caused by ESBL-PE. Antimicrobial susceptibility showed that the isolated ESBL-PE were highly resistant to aztreonam and third-generation cephalosporins. Conclusions: The length of antibiotics treatment more than 6.93 days increased the risk ratio for ESBL-PE caused nosocomial infections. However, there was no significant difference in the prognoses of patients with ESBL-PE and non-ESBL-PE caused nosocomial infections. ECOG performance status score more than 2, presence of respiratory tract infection, septic shock, lymphocytopenia, and hypoproteinemia were independent risk factors for 30-day mortality in cancer patients with nosocomial infections caused by E. coli. The isolated ESBL-PE were highly resistant to aztreonam and third-generation cephalosporins.