Eligibility for EITC depends on several factors, including income, filing status, and the number of qualifying children. Cancer patients who have seen their income drop due to their illness may fall into a lower income bracket and become eligible for the credit. To qualify, individuals must have earned income from employment or self-employment and meet specific income thresholds.