Alternatives to PSA testing include the Prostate Health Index (PHI), which combines PSA with other markers for better accuracy, and the 4Kscore test, which assesses the risk of aggressive prostate cancer. Multiparametric MRI is another option that provides detailed imaging of the prostate.