This comprehensive update explores the recent advancements in the treatment landscape of myeloid leukemia. Myeloid leukemia, a heterogeneous group of hematological malignancies, poses significant challenges in clinical management. This review highlights the latest therapeutic approaches, including targeted therapies, immunotherapies, and emerging treatment modalities. It discusses the impact of precision medicine, novel drug developments, and the evolving role of immunotherapy in managing myeloid leukemia. Furthermore, the abstract outlines current research trends, challenges, and future prospects, aiming to provide a concise overview for healthcare professionals and researchers involved in leukemia management. Keywords: targeted therapy; immunotherapy; precision medicine; molecular profiling; personalized treatment; bone marrow transplantation; novel therapies