A 3D convolutional neural network which was trained using simulated data only has been assessed for the purpose of estimating surrogate sO2 from multiwavelength photoacoustic images of experimental phantoms with well-defined ground truths.

2022 Conference on Clinical and Translational Biophotonics, Translational 2022
Centrum Wiskunde & Informatica, Amsterdam (CWI), The Netherlands

Zhu, J, Bench, C, Fonseca, M, Ellwood, R, Lucka, F, Huynh, N, … Beard, P. (2022). Experimental evaluation of a 3-D fully convolutional network for learning blood oxygenation saturation using photoacoustic imaging. In Optics InfoBase Conference Papers.