Figure 1. Overview of Developing and Validating the New Grading System.

The scale development was divided into the following main steps: (1) high-level image analysis; (2) acne data collection; (3) pattern analysis to condense the information down to a clinically intuitive, low-dimensional severity table; and (4) scale validations.