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 BlevinsPublished 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
- fluorescence imaging
- gene expression
- air pollution
- induced pluripotent stem cells
- computed tomography
- pluripotent stem cells
- magnetic resonance imaging
- magnetic resonance