[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 …
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
… 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 …
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 …
pattern. Stacking up the measurements … The nonlinear CG algorithm is an effective optimization …
Perspective on fast-evolving photoacoustic tomography
… 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 …
for efficient PA wave generation, … and advanced image reconstruction algorithms with reduced …
Photoacoustic tomography image restoration with measured spatially variant point spread functions
… 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. …
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
… 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 …
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 …
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
… , resulting in super-fast image reconstruction. The other method to … basis patterns, FDRI
can be a super-fast reconstruction … efficiency and reconstruction performance for any size of …
can be a super-fast reconstruction … efficiency 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 […
perceptual and subjective … [95], photoacoustic tomography (PAT) [96], optical microscopy […
Review of methods to improve the performance of linear array-based photoacoustic tomography
… 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 …
reconstruction algorithms. … of PAT, we anticipate that other areas of linear-array PAT, such …