Of four smartphone apps that evaluate melanoma by analyzing images submitted by users, only one — which uses certified dermatologists to make diagnoses — is effective, University of Pittsburgh researchers have found.

The best of the apps that use a computer algorithm missed 30 percent of the melanoma cases, while the worst missed 93 percent.

But the app that uses physicians correctly identified more than 98 percent of the submitted images.