Oncologists typically decide their specialization during their residency or fellowship training. Factors influencing this choice include personal interests, observed clinical needs, and the desire to address gaps in cancer care. Some may be motivated by the challenge of treating certain types of cancer or by advances in research that offer new treatment possibilities.