This study aimed to determine the attitudes, anxieties, and expectations of patients with gynecological cancer towards treatment and services during the pandemic. This observational, descriptive, cross-sectional study included 326 participants (246 outpatients and 80 oncology inpatients) at RSUD Dr. Soetomo, Surabaya, Indonesia from August 30, 2021 to October 2, 2021. A COVID-19-related questionnaire and the Hospital Anxiety and Depression Scale questionnaire were administered. The patients (median age, 51 years; range: 13–80 years) were diagnosed with cervical (51.2%), ovarian (26.1%), and endometrial cancers (9.2%). Cervical and ovarian cancers most frequently occurred at ages 36–55 years compared to endometrial cancer (32.2% versus 15.6%). Overall, 249 patients (76.4%) were concerned/worried about the pandemic affecting cancer medical services, 213 (65.3%) were worried about not being able to visit an oncologist on schedule during the pandemic, and 276 (84.7%) were worried about disease progression if treatment/routine evaluation was canceled/postponed. In total, 197 patients (60.4%) stated that there was no delay in service/treatment during the pandemic. Thirty-nine patients (12%) had moderate anxiety, 9 (2.8%) had severe anxiety, 23 (7.1%) had moderate depression, and 0 had major depression.