Hyperspectral imaging with deep learning for quantification of tissue hemoglobin, melanin, and scattering.

finger occlusion and gingival abrasion studies demonstrate the ability of this approach to rapidly generate high-resolution images of tissue component concentrations from a hyperspectral dataset acquired from human subjects.