Abstract:
Skin diseases affect up to a third of the world's population. In order to correctly predict the course of the disease and determine a further treatment plan, it is important to identify some markers of the disease. In skin diseases, these markers are the concentrations of bilirubin and hemoglobin in the affected area of the skin. Firstly, determining these concentrations in an image is preferable to any invasive method, and secondly, it allows us to identify markers for a specific point of the skin, while invasive methods only give concentrations of substances in the entire blood. For the same reason, it is no longer possible to obtain true values for human skin, so phantoms that mimic skin in certain optical properties are used. Many different models have been tested that link chromophore concentrations and the signal from a hyperspectral camera. At the moment, the best accuracy is 20
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