Advanced computing holds promise for reducing missed diagnoses of cancer. This metanalysis found that computer-aided diagnosis effectively detects melanoma; however, studies were low in quality. The authors suggest that these systems may help assist dermatologists in overcoming the limitations of human cognition for performing repetitive tasks.