Technologies generally applicable to detecting skin conditions are disclosed. A computer graphics scanning apparatus may be configured to capture skin image data, and use the captured skin image data to calculate a subsurface transfer function for the skin, which may identify subsurface properties of the skin. The identified subsurface properties may be correlated to one or more skin conditions for medical and/or cosmetic treatment diagnosis.