Photoacoustic imaging with limited sampling: a review of machine learning approaches

R Wang, J Zhu, J Xia, J Yao, J Shi, C Li - Biomedical Optics Express, 2023 - opg.optica.org
Photoacoustic imaging combines high optical absorption contrast and deep acoustic
penetration, and can reveal structural, molecular, and functional information about biological …

Compressed sensing in synthetic aperture photoacoustic tomography based on a linear-array ultrasound transducer

X Lin, N Feng, Y Qu, D Chen, Y Shen… - Chinese Optics Letters, 2017 - opg.optica.org
Photoacoustic tomography (PAT) has the unique capability of visualizing optical absorption
inside several centimeters-deep biological tissue with a high spatial resolution. However …

Non-uniform image reconstruction for fast photoacoustic microscopy of histology imaging

LX Zhou, Y Xia, R Dai, AR Liu, SW Zhu… - Biomedical Optics …, 2023 - opg.optica.org
Photoacoustic microscopic imaging utilizes the characteristic optical absorption properties of
pigmented materials in tissues to enable label-free observation of fine morphological and …

Monte Carlo light transport-based blood vessel quantification using linear array photoacoustic tomography

X Lin, M Sun, N Feng, D Hu, Y Shen - Chinese Optics Letters, 2017 - opg.optica.org
Photoacoustic tomography is a noninvasive and nonionized biomedical imaging modality
but it cannot reveal the inner structure and sideward boundary information of blood vessels …

Weighted singular value thresholding for sparse photoacoustic microscopy

M Wang, X Liu, Q Wang, M Sun… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
In the sparse Photoacoustic Microscopy system, a uniform random sampling scheme and
low-rank matrix approximation-GoDec algorithm have been proposed for fast data …

Dual-wavelength OR-PAM with compressed sensing for cell tracking in a 3D cell culture system

RX Huang, Y Fu, W Liu, YT Ma… - … and Sensing 2018, 2018 - spiedigitallibrary.org
Monitoring dynamic interactions of T cells migrating toward tumor is beneficial to understand
how cancer immunotherapy works. Optical-resolution photoacoustic microscope (OR-PAM) …