[HTML][HTML] Review of deep learning for photoacoustic imaging

C Yang, H Lan, F Gao, F Gao - Photoacoustics, 2021 - Elsevier
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 …

Biomedical photoacoustic imaging

P Beard - Interface focus, 2011 - royalsocietypublishing.org
Photoacoustic (PA) imaging, also called optoacoustic imaging, is a new biomedical imaging
modality based on the use of laser-generated ultrasound that has emerged over the last …

Fully dense UNet for 2-D sparse photoacoustic tomography artifact removal

S Guan, AA Khan, S Sikdar… - IEEE journal of …, 2019 - ieeexplore.ieee.org
Photoacoustic imaging is an emerging imaging modality that is based upon the
photoacoustic effect. In photoacoustic tomography (PAT), the induced acoustic pressure …

Model-based learning for accelerated, limited-view 3-D photoacoustic tomography

A Hauptmann, F Lucka, M Betcke… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Recent advances in deep learning for tomographic reconstructions have shown great
potential to create accurate and high quality images with a considerable speed up. In this …

Deep in vivo photoacoustic imaging of mammalian tissues using a tyrosinase-based genetic reporter

AP Jathoul, J Laufer, O Ogunlade, B Treeby, B Cox… - Nature …, 2015 - nature.com
Photoacoustic imaging allows absorption-based high-resolution spectroscopic in vivo
imaging at a depth beyond that of optical microscopy. Until recently, photoacoustic imaging …

Quantitative spectroscopic photoacoustic imaging: a review

B Cox, JG Laufer, SR Arridge… - Journal of biomedical …, 2012 - spiedigitallibrary.org
Obtaining absolute chromophore concentrations from photoacoustic images obtained at
multiple wavelengths is a nontrivial aspect of photoacoustic imaging but is essential for …

Recent advances in photoacoustic contrast agents for in vivo imaging

PK Upputuri, M Pramanik - Wiley Interdisciplinary Reviews …, 2020 - Wiley Online Library
Photoacoustic imaging (PAI) is a noninvasive hybrid imaging modality offering rich optical
contrast and high depth‐to‐resolution ratio deep‐tissue imaging. Endogenous …

Photoacoustic imaging in the second near-infrared window: a review

PK Upputuri, M Pramanik - Journal of biomedical optics, 2019 - spiedigitallibrary.org
Photoacoustic (PA) imaging is an emerging medical imaging modality that combines optical
excitation and ultrasound detection. Because ultrasound scatters much less than light in …

Modeling acoustic wave propagation in heterogeneous attenuating media using decoupled fractional Laplacians

T Zhu, JM Harris - Geophysics, 2014 - library.seg.org
We evaluated a time-domain wave equation for modeling acoustic wave propagation in
attenuating media. The wave equation was derived from Kjartansson's constant-Q …

A Deep Learning-Based Model That Reduces Speed of Sound Aberrations for Improved In Vivo Photoacoustic Imaging

S Jeon, W Choi, B Park, C Kim - IEEE transactions on image …, 2021 - ieeexplore.ieee.org
Photoacoustic imaging (PAI) has attracted great attention as a medical imaging method.
Typically, photoacoustic (PA) images are reconstructed via beamforming, but many factors …