Photoacoustic imaging aided with deep learning: a review

P Rajendran, A Sharma, M Pramanik - Biomedical Engineering Letters, 2022 - Springer
Photoacoustic imaging (PAI) is an emerging hybrid imaging modality integrating the benefits
of both optical and ultrasound imaging. Although PAI exhibits superior imaging capabilities …

[HTML][HTML] Sparse-view reconstruction for photoacoustic tomography combining diffusion model with model-based iteration

X Song, G Wang, W Zhong, K Guo, Z Li, X Liu, J Dong… - Photoacoustics, 2023 - Elsevier
As a non-invasive hybrid biomedical imaging technology, photoacoustic tomography
combines high contrast of optical imaging and high penetration of acoustic imaging …

Cascade neural approximating for few-shot super-resolution photoacoustic angiography

Y Ma, K Xiong, X Hou, W Zhang, X Chen, L Li… - Applied Physics …, 2022 - pubs.aip.org
High-resolution photoacoustic angiography images are reconstructed from undersampled
images with the help of a super-resolution deep neural network, enhancing the ability of the …

Non-invasive 3D imaging of human melanocytic lesions by combined ultrasound and photoacoustic tomography: a pilot study

AF Kukk, F Scheling, R Panzer, S Emmert, B Roth - Scientific Reports, 2024 - nature.com
The accurate determination of the size and depth of infiltration is critical to the treatment and
excision of melanoma and other skin cancers. However, current techniques, such as skin …

DOVE: Doodled vessel enhancement for photoacoustic angiography super resolution

Y Ma, W Zhou, R Ma, E Wang, S Yang, Y Tang… - Medical Image …, 2024 - Elsevier
Deep-learning-based super-resolution photoacoustic angiography (PAA) has emerged as a
valuable tool for enhancing the resolution of blood vessel images and aiding in disease …

Feasibility of a generative adversarial network for artifact removal in experimental photoacoustic imaging

H Shahid, A Khalid, Y Yue, X Liu, D Ta - Ultrasound in Medicine & Biology, 2022 - Elsevier
Photoacoustic tomography (PAT) reconstruction is an expeditiously growing interest among
biomedical researchers because of its possible transition from laboratory to clinical pre …

[HTML][HTML] Image restoration for ring-array photoacoustic tomography system based on blind spatially rotational deconvolution

W Dong, C Zhu, D Xie, Y Zhang, S Tao, C Tian - Photoacoustics, 2024 - Elsevier
Ring-array photoacoustic tomography (PAT) system has been widely used in noninvasive
biomedical imaging. However, the reconstructed image usually suffers from spatially …

[HTML][HTML] Score-based generative model-assisted information compensation for high-quality limited-view reconstruction in photoacoustic tomography

K Guo, Z Zheng, W Zhong, Z Li, G Wang, J Li, Y Cao… - Photoacoustics, 2024 - Elsevier
Photoacoustic tomography (PAT) regularly operates in limited-view cases owing to data
acquisition limitations. The results using traditional methods in limited-view PAT exhibit …

[PDF][PDF] 基于改进的U-Net 神经网络的稀疏视角光声图像质量增强方法

王通, 董文德, 沈康, 刘松德, 刘文… - Laser & Optoelectronics …, 2022 - researching.cn
摘要在光声断层成像中, 通常利用超声换能器阵列接收光声信号, 其制造成本较高,
并且阵元数量对最终成像质量有重要影响. 为了提升稀疏视角下光声重建的图像质量 …

Quantitative evaluation of the impact of variation of optical parameters on the estimation of blood hematocrit and oxygen saturation for dual-wavelength photoacoustics

S Paul, HS Patel, RK Saha - JOSA A, 2024 - opg.optica.org
Photoacoustic (PA) spectroscopy is considered to be one of the most effective ways to
measure the levels of hematocrit (H) and oxygenation saturation (SO _2) of blood, which are …