This study examined the relationship between atypical lymphocytes, large immature cells, platelet counts, and hematocrit in 79 patients with dengue virus infection. The results showed that increases in the percentage of atypical lymphocytes were associated with decreases in platelet count, suggesting atypical lymphocytes may play a role in platelet count fluctuations in dengue. A similar relationship was found between large immature cells and platelet count. The study supports the potential of atypical lymphocytes and large immature cells as predictive markers of the hematological changes seen in dengue, such as low platelet counts and increased hematocrit. However, limitations include the retrospective single-center design and lack of effective prognostic markers for vascular leakage in dengue.