Fig. 1

Overview of study design. (a) Combining the pathogenesis, after the optimal classification method was selected to classify and analyse the characteristics of oily sensitive skin and its subtypes. (b) Flowchart for skin type classification based on key skin classification parameters. (c) Facial Skin Health Evaluation Parameters Database for skin characteristics analysis.