Learnable real-time inference of molecular composition from diffuse spectroscopy of brain tissue
Ivan Ezhov,
Kevin Scibilia,
Luca Giannoni
et al.
Abstract:.
Significance
Diffuse optical modalities such as broadband near-infrared spectroscopy (bNIRS) and hyperspectral imaging (HSI) represent a promising alternative for low-cost, non-invasive, and fast monitoring of living tissue. Particularly, the possibility of extracting the molecular composition of the tissue from the optical spectra deems the spectroscopy techniques as a unique diagnostic tool.
Aim
No established method exists to streamline the inference o… Show more
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