[HTML][HTML] Deep learning for biomedical photoacoustic imaging: A review

J Gröhl, M Schellenberg, K Dreher, L Maier-Hein - Photoacoustics, 2021 - Elsevier
Photoacoustic imaging (PAI) is a promising emerging imaging modality that enables
spatially resolved imaging of optical tissue properties up to several centimeters deep in …

Deep learning in photoacoustic tomography: current approaches and future directions

A Hauptmann, B Cox - Journal of Biomedical Optics, 2020 - spiedigitallibrary.org
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 …

Engineering plasmonic nanoparticles for enhanced photoacoustic imaging

Y Mantri, JV Jokerst - ACS nano, 2020 - ACS Publications
Photoacoustic (PA) imaging is an emerging imaging modality whereby pulsed laser
illumination generates pressure transients that are detectable using conventional …

[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 …

Another decade of photoacoustic imaging

D Das, A Sharma, P Rajendran… - Physics in Medicine & …, 2021 - iopscience.iop.org
Photoacoustic imaging—a hybrid biomedical imaging modality finding its way to clinical
practices. Although the photoacoustic phenomenon was known more than a century back …

[HTML][HTML] Photoacoustic imaging for surgical guidance: Principles, applications, and outlook

MA Lediju Bell - Journal of applied physics, 2020 - pubs.aip.org
Minimally invasive surgeries often require complicated maneuvers and delicate hand–eye
coordination and ideally would incorporate “x-ray vision” to see beyond tool tips and …

Signal and image processing in biomedical photoacoustic imaging: a review

R Manwar, M Zafar, Q Xu - Optics, 2020 - mdpi.com
Photoacoustic imaging (PAI) is a powerful imaging modality that relies on the PA effect. PAI
works on the principle of electromagnetic energy absorption by the exogenous contrast …

Impact of skin tone on photoacoustic oximetry and tools to minimize bias

Y Mantri, JV Jokerst - Biomedical Optics Express, 2022 - opg.optica.org
The major optical absorbers in tissue are melanin and oxy/deoxy-hemoglobin, but the
impact of skin tone and pigmentation on biomedical optics is still not completely understood …

[HTML][HTML] Niche preclinical and clinical applications of photoacoustic imaging with endogenous contrast

S John, S Hester, M Basij, A Paul, M Xavierselvan… - Photoacoustics, 2023 - Elsevier
In the past decade, photoacoustic (PA) imaging has attracted a great deal of popularity as an
emergent diagnostic technology owing to its successful demonstration in both preclinical …

Deep learning protocol for improved photoacoustic brain imaging

R Manwar, X Li, S Mahmoodkalayeh… - Journal of …, 2020 - Wiley Online Library
One of the key limitations for the clinical translation of photoacoustic imaging is penetration
depth that is linked to the tissue maximum permissible exposures (MPE) recommended by …