[HTML][HTML] Comparing deep learning frameworks for photoacoustic tomography image reconstruction

KT Hsu, S Guan, PV Chitnis - Photoacoustics, 2021 - Elsevier
… that the reconstruction performance mainly stems from the effective … times for PAT reconstruction
are dramatically faster. In … PAT image reconstruction aims to recover an image from the …

[HTML][HTML] PATLAB: A graphical computational software package for photoacoustic computed tomography research

P Omidi, LCM Yip, E Rascevska, M Diop, JJL Carson - Photoacoustics, 2022 - Elsevier
… for PAT data processing and image reconstruction that does … The weighting method is
effective at reducing reconstruction … pre-processing and reconstruction methods and to make fast

Optimization methods for magnetic resonance image reconstruction: Key models and optimization algorithms

JA Fessler - IEEE signal processing magazine, 2020 - ieeexplore.ieee.org
… - l so reconstructing x from s is simply an inverse fast Fourier … the same k-space sampling
pattern. Stacking up the measurements … The nonlinear CG algorithm is an effective optimization …

Perspective on fast-evolving photoacoustic tomography

J Yao, LV Wang - Journal of biomedical optics, 2021 - spiedigitallibrary.org
… of PAT, from the laser excitation to the image reconstruction. (… or more optical wavelengths
for efficient PA wave generation, … and advanced image reconstruction algorithms with reduced …

Photoacoustic tomography image restoration with measured spatially variant point spread functions

L Qi, J Wu, X Li, S Zhang, S Huang… - … on Medical Imaging, 2021 - ieeexplore.ieee.org
… a PAT image restoration method to improve image quality … have been proved effective for
PAT image restoration, but they … The proper speed of sound was determined to be 1533 m/s. …

Deep learning‐based image reconstruction for different medical imaging modalities

M Yaqub, F Jinchao, K Arshid, S Ahmed… - … Methods in Medicine, 2022 - Wiley Online Library
… Deep learning applications in medical image reconstruction have a … image reconstruction,
as it has been effectively used for … ) imagery [17], which made it possible to use the fast Fourier …

CNN-based image reconstruction method for ultrafast ultrasound imaging

D Perdios, M Vonlanthen, F Martinez… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… methods capable of extracting more information from ultrafast … improving the lateral resolution
of speckle patterns. Also, the … method can effectively reconstruct images from single PW …

Deep compressive single pixel imaging by reordering Hadamard basis: a comparative study

X Yu, F Yang, B Gao, J Ran, X Huang - Ieee Access, 2020 - ieeexplore.ieee.org
… , resulting in super-fast image reconstruction. The other method to … basis patterns, FDRI
can be a super-fast reconstructionefficiency and reconstruction performance for any size of …

A survey on deep learning in medical image reconstruction

E Ahishakiye, M Bastiaan Van Gijzen… - Intelligent …, 2021 - mednexus.org
… was discussed especially in fast MRI image reconstruction. … effectively combined to reconstruct
perceptual and subjective … [95], photoacoustic tomography (PAT) [96], optical microscopy […

Review of methods to improve the performance of linear array-based photoacoustic tomography

Y Wang, Y Zhan, M Tiao, J Xia - Journal of Innovative Optical Health …, 2020 - World Scientific
… Although linear array-based PAT has been quickly developed … designs, and advanced image
reconstruction algorithms. … of PAT, we anticipate that other areas of linear-array PAT, such …