Chemotherapy, a common treatment for various cancers, can lead to nosebleeds. This is because chemotherapy can lower blood platelet counts, similar to the effect seen in leukemia. Patients undergoing chemotherapy may need to take precautions to manage and minimize the risk of nosebleeds.