Photoacoustic imaging (PAI) is a promising emerging imaging modality that enables
spatially resolved imaging of optical tissue properties up to several centimeters deep in …

Biomedical photoacoustic tomography, which can provide high-resolution 3D soft tissue
images based on optical absorption, has advanced to the stage at which translation from the …

Abstract Machine learning has been developed dramatically and witnessed a lot of
applications in various fields over the past few years. This boom originated in 2009, when a …

The ability of photoacoustic imaging to measure functional tissue properties, such as blood
oxygenation sO 2, enables a wide variety of possible applications. sO 2 can be computed …

Significance: Photoacoustic (PA) imaging can provide structural, functional, and molecular
information for preclinical and clinical studies. For PA imaging (PAI), non-ideal signal …

Photoacoustic imaging (PAI) is an emerging hybrid imaging modality integrating the benefits
of both optical and ultrasound imaging. Although PAI exhibits superior imaging capabilities …

Significance: Two-dimensional (2-D) fully convolutional neural networks have been shown
capable of producing maps of sO2 from 2-D simulated images of simple tissue models …

Photoacoustic imaging (PAI), recognized as a promising biomedical imaging modality for
preclinical and clinical studies, uniquely combines the advantages of optical and ultrasound …

In photoacoustic tomography (PAT), a tunable laser typically illuminates the tissue at
multiple wavelengths, and the received photoacoustic waves are used to form functional …

Photoacoustic tomography (PAT) is an emerging biomedical imaging technology that can
realize high contrast imaging with a penetration depth of the acoustic. Recently, deep …