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
human health
risk assessment
fluorescence imaging
photodynamic therapy