Cancer is the leading cause of illness-related death in state prisons in the United States. The experiences of physicians providing oncological care to individuals experiencing incarceration are underexplored. The study aims were to evaluate knowledge, attitudes, and practices of oncologists caring for cancer patients who are incarcerated. An online survey was distributed to a random sample of 150 oncologists from the American Society of Clinical Oncology and the American Society for Radiation Oncology from July 2020 to December 2021. Statistical analyses included two proportion Z-test, Fisher's exact test, Kruskal-Wallis test, and Cramer's V to estimate factors associated with attitudes and barriers to care. Of the 55 respondents (36.7% response rate), 21 were medical oncologists and 34 were radiation oncologists. Academic center oncologists were more likely to report caring for incarcerated patients than community or private practice oncologists (p = .04). Most (53%) incorrectly reported "heart disease" as the leading cause of death, as opposed to "cancer" (15% identified correctly). Oncologists practicing at both academic and community centers were more likely to report care coordination barriers than oncologists at academic or community centers (p < .01). We identified potential barriers in caring for incarcerated cancer patients. Future studies should explore ways to improve care coordination between oncology teams and prisons.