Towards accurate quantitative photoacoustic imaging: learning vascular blood oxygen saturation in 3D

Ciaran Bench, Andreas Hauptmann, Ben Cox

Significance: 2D fully convolutional neural networks have been shown capable of producing maps of sO${}_2$ from 2D simulated images of simple tissue models. However, their potential…