Leveraging 3D convolutional neural network and 3D visible-near-infrared multimodal imaging for enhanced contactless oximetry.

Wang Liao Chen Zhang Belmin Alić Alina Wildenauer Sarah Dietz-TerjungJose Guillermo Ortiz SucreSivagurunathan Sutharsan Christoph Schoebel Karsten Seidl Gunther Notni

Published in: Journal of biomedical optics (2024)

The proposed approach offers a promising alternative for non-contact oxygen saturation measurement with good sensitivity to desaturation, showing potential for applications in clinical settings.

Keyphrases

convolutional neural network
deep learning
high resolution
pain management
mass spectrometry