Objective: To determine whether fiberoptic bronchoscopy (FOE) or CT results in the lowest number of tests needed to diagnose (NTND) lung cancers in patients presenting with hemoptysis and a normal chest radiograph (CXR). Design: Calculation of the NTND in a hypothetical cohort of patients presenting with hemoptysis and a normal CXR. Interventions: In the primary analysis, either FOE or CT is performed to detect lung cancers. FOE is used to diagnose endobronchial abnormalities, and transthoracic needle aspirate is relied diagnose parenchymal findings. Patients then undergo serial follow-up CXRs. In a secondary analysis, sputum cytologic tests are performed prior to FOE and CT. Abnormal cytologic results require FOE. Unremarkable cytologic results allow a choice between FOE or CT. Measurements: NTND and number of lung cancers detected during serial follow-up CXRs. Results: Performing FOE results in a much lower NTND than CT with a similar number of lung cancers detected during serial follow-up with each approach. Reducing the false-positive rate for lung cancers of airway evaluations by CT reduces the NTND for the CT strategy. Performing both FOE and CT results in a large NTND. Adding sputum cytology as a guide for performing FOE substantially reduces the NTND for the FOE approach. Conclusion: A strategy relying on initial sputum cytologic testing as a screen for choosing either FOE as an immediate diagnostic step or serial follow-up CXR to detect lung cancer in patients presenting with hemoptysis and a normal CXR results in the lowest NTND with only a marginal reduction in the early detection of all cancers.