This DL-based approach eliminates the need for separate staining procedures, enabling the rapid and precise detection of CD34+ cells, thereby proving invaluable in leukemia diagnosis, hematopoietic stem cell transplant monitoring, and similar research applications. The gene discussed is CD34; the disease is leukemia.