Signal to noise ratio quantifies the contribution of spectral channels to classification of human head and neck tissues ex vivo using deep learning and multispectral imaging.

George S LiuJared A ShensonJoyce E FarrellNikolas H Blevins

Published in: Journal of biomedical optics (2023)

The spectral channel SNR is a useful metric for both understanding CNN tissue classification and quantifying the contributions of different spectral channels in an MSI system.

Keyphrases

deep learning
optical coherence tomography
convolutional neural network
machine learning
artificial intelligence
endothelial cells
dual energy
high resolution
gene expression
fluorescence imaging
air pollution
induced pluripotent stem cells
magnetic resonance imaging
photodynamic therapy