Frameworks of wavelength selection in diffuse reflectance spectroscopy for tissue differentiation in orthopedic surgery.

Celina L Li Carl J Fisher Katarzyna Komolibus Konstantin Grygoryev Huihui LuRay BurkeAndrea Visentin Stefan Andersson-Engels

Published in: Journal of biomedical optics (2023)

Wavelength selection frameworks provide a means to explore domain knowledge and discover important contributors to classification in spectroscopy. The ensemble framework generated a model with improved interpretability and preserved physical interpretation, which serves as the basis to determine illumination wavelengths in optical instrumentation design.

Keyphrases

high resolution
single molecule
minimally invasive
coronary artery bypass
machine learning
healthcare
solid state
deep learning
physical activity
low grade
convolutional neural network
high speed
mass spectrometry
high grade