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Compressed sensing in photoacoustic tomography in vivo

https://doi.org/10.1117/1.3381187
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/mrm.21391openalex-snapshot
Sparse MRI: The application of compressed sensing for rapid MR imaging
inferredcites →https://doi.org/10.1038/nbt1220openalex-snapshot
Functional photoacoustic microscopy for high-resolution and noninvasive in vivo imaging
inferredcites →https://doi.org/10.1038/nbt839openalex-snapshot
Noninvasive laser-induced photoacoustic tomography for structural and functional in vivo imaging of the brain
inferredcites →https://doi.org/10.1038/nnano.2008.231openalex-snapshot
Carbon nanotubes as photoacoustic molecular imaging agents in living mice
inferredcites →https://doi.org/10.1063/1.1149986openalex-snapshot
Microwave-induced acoustic imaging of biological tissues
inferredcites →https://doi.org/10.1063/1.2195024openalex-snapshot
Photoacoustic imaging in biomedicine
inferredcites →https://doi.org/10.1063/1.2963365openalex-snapshot
High-numerical-aperture-based virtual point detectors for photoacoustic tomography
inferredcites →https://doi.org/10.1088/0031-9155/46/7/309openalex-snapshot
Temporal backward projection of optoacoustic pressure transients using Fourier transform methods
inferredcites →https://doi.org/10.1088/0266-5611/23/6/s03openalex-snapshot
Application of inverse source concepts to photoacoustic tomography
inferredcites →https://doi.org/10.1088/0266-5611/23/6/s08openalex-snapshot
Photoacoustic tomography with a limited-aperture planar sensor and a reverberant cavity
inferredcites →https://doi.org/10.1103/physreve.71.016706openalex-snapshot
Universal back-projection algorithm for photoacoustic computed tomography
inferredcites →https://doi.org/10.1109/jproc.2007.913515openalex-snapshot
Simultaneous Molecular and Hypoxia Imaging of Brain Tumors In Vivo Using Spectroscopic Photoacoustic Tomography
inferredcites →https://doi.org/10.1109/jstqe.2007.913398openalex-snapshot
Tutorial on Photoacoustic Microscopy and Computed Tomography
inferredcites →https://doi.org/10.1109/jstsp.2007.910281openalex-snapshot
Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems
inferredcites →https://doi.org/10.1109/tbme.2003.816081openalex-snapshot
Time-domain reconstruction algorithms and numerical simulations for thermoacoustic tomography in various geometries
inferredcites →https://doi.org/10.1109/tit.2005.862083openalex-snapshot
Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
inferredcites →https://doi.org/10.1109/tmi.2002.801171openalex-snapshot
Exact frequency-domain reconstruction for thermoacoustic tomography. II. Cylindrical geometry
inferredcites →https://doi.org/10.1109/tmi.2002.801172openalex-snapshot
Exact frequency-domain reconstruction for thermoacoustic tomography. I. Planar geometry
inferredcites →https://doi.org/10.1109/tmi.2008.2007825openalex-snapshot
The Application of Compressed Sensing for Photo-Acoustic Tomography
inferredcites →https://doi.org/10.1109/tmi.2009.2022623openalex-snapshot
A Reconstruction Algorithm for Photoacoustic Imaging Based on the Nonuniform FFT
inferredcites →https://doi.org/10.1117/1.2717531openalex-snapshot
Photoacoustic imaging of lacZ gene expression in vivo
inferredcites →https://doi.org/10.1117/1.2976007openalex-snapshot
Book Review: Biomedical Optics, Principles and Imaging
inferredcites →https://doi.org/10.1117/1.2976141openalex-snapshot
Fast 3-D dark-field reflection-mode photoacoustic microscopy in vivo with a 30-MHz ultrasound linear array
inferredcites →https://doi.org/10.1117/1.2992131openalex-snapshot
Three-dimensional photoacoustic imaging by sparse-array detection and iterative image reconstruction
inferredcites →https://doi.org/10.1117/12.349519openalex-snapshot
Application of thermoacoustic computed tomography to breast imaging
inferredcites →https://doi.org/10.1117/12.469851openalex-snapshot
Optoacoustic imaging of blood for visualization and diagnostics of breast cancer
inferredcites →https://doi.org/10.1118/1.3187231openalex-snapshot
On the speckle‐free nature of photoacoustic tomography
inferredcites →https://doi.org/10.1118/1.597429openalex-snapshot
Photoacoustic ultrasound (PAUS)—Reconstruction tomography
inferredcites →https://doi.org/10.1118/1.598688openalex-snapshot
Thermoacoustic computed tomography–technical considerations
inferredcites →https://doi.org/10.1121/1.1501898openalex-snapshot
Iterative reconstruction algorithm for optoacoustic imaging
inferredcites →https://doi.org/10.1137/080714488openalex-snapshot
Probing the Pareto Frontier for Basis Pursuit Solutions
inferredcites →https://doi.org/10.1137/s0036141002417814openalex-snapshot
Determining a Function from Its Mean Values Over a Family of Spheres
inferredcites →https://doi.org/10.1364/oe.16.021570openalex-snapshot
Four-dimensional photoacoustic imaging of moving targets
inferredcites →https://doi.org/10.1364/oe.17.010489openalex-snapshot
A real-time photoacoustic tomography system for small animals
inferredcites →https://doi.org/10.1364/ol.23.000648openalex-snapshot
Three-dimensional photoacoustic imaging of blood vessels in tissue

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Utranspa: Transformer-Based Network for Sparsely Viewed Photoacoustic Tomography
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Photoacoustic tomography: fundamentals, advances and prospects
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Evaluation of 10 current image reconstruction algorithms for linear array photoacoustic imaging
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Graph-Based Compression of Incomplete 3D Photoacoustic Data
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Sparse Photoacoustic Microscopy Reconstruction Based on Matrix Nuclear Norm Minimization
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Non-uniform Sampling Scheme Based on Low-Rank Matrix Approximate for Sparse Photoacoustic Microscope System
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Full-view photoacoustic tomography using asymmetric distributed sensors optimized with compressed sensing method
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Efficient block-sparse model-based algorithm for photoacoustic image reconstruction
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Compressive Sampling Photoacoustic Microscope System based on Low Rank Matrix Completion
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ADMM based low-rank and sparse matrix recovery method for sparse photoacoustic microscopy
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Multispectral interlaced sparse sampling photoacoustic tomography based on directional total variation
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Image reconstruction based on compressed sensing for sparse-data endoscopic photoacoustic tomography
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A New Deep Learning Network for Mitigating Limited-view and Under-sampling Artifacts in Ring-shaped Photoacoustic Tomography
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Current and future trends in photoacoustic breast imaging
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Optoacoustic model-based inversion using anisotropic adaptive total-variation regularization
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Domain Transform Network for Photoacoustic Tomography from Limited-view and Sparsely Sampled Data
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Comparing Deep Learning Frameworks for Photoacoustic Tomography Image Reconstruction
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Compressed single-shot 3D photoacoustic imaging with a single-element transducer
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Photoacoustic tomography with a model-based approach involving realistic detector properties
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Total variation based gradient descent algorithm for sparse-view photoacoustic image reconstruction
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Multi-angle speed-of-sound imaging with sparse sampling to characterize medical tissue properties
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Feasibility of a Generative Adversarial Network for Artifact Removal in Experimental Photoacoustic Imaging
inferred← citeshttps://doi.org/10.1038/s42256-019-0095-3openalex-snapshot
Deep learning optoacoustic tomography with sparse data
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Compressive sensing photoacoustic imaging based on multi-view error gradient fusion
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Block based compressive sensing method of microwave induced thermoacoustic tomography for breast tumor detection
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On the robustness of model-based algorithms for photoacoustic tomography: Comparison between time and frequency domains
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Parametric heart activity condensed photoacoustic stimulation from MRI images
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Compressed sensing photoacoustic imaging based on the gradient projection Newton pursuit algorithm
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Deep learning for photoacoustic tomography from sparse data
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Investigation of iterative image reconstruction in three-dimensional optoacoustic tomography
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A simple Fourier transform-based reconstruction formula for photoacoustic computed tomography with a circular or spherical measurement geometry
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Accelerated high-resolution photoacoustic tomography via compressed sensing
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A framework for directional and higher-order reconstruction in photoacoustic tomography
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Compressed sensing and sparsity in photoacoustic tomography
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Deep learning aided determination of the optimal number of detectors for photoacoustic tomography
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Dual-compressed photoacoustic single-pixel imaging
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Model-Based Optoacoustic Tomography Image Reconstruction With Non-local and Sparsity Regularizations
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Research on ADMM Reconstruction Algorithm of Photoacoustic Tomography With Limited Sampling Data
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Model-based Fully Dense UNet for Image Enhancement in Software-defined Optoacoustic Tomography
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Compressed sensing photoacoustic tomography in vivo in time and frequency domains
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Non-uniform sampling scheme based on low rank matrix approximate for sparse photoacoustic microscope system
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4D Hyperspectral Photoacoustic Data Restoration with Reliability Analysis
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Application of compressive sensing to portable ultrasound elastography
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Compressive sensing ultrasound beamformed imaging in time and frequency domain
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A simple and accurate matrix for model based photoacoustic imaging
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Compressed sensing in microwave induced thermo-acoustic tomography
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Distributed compressed sensing for photo-acoustic imaging
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The application of compressed sensing method in photoacoustic image reconstruction
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The application of dictionary based compressed sensing for photoacoustic image
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Enhancing Photoacoustic Tomographic Imaging using Total Generalized Variation Regularization: A Model-based Approach
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Local Spatial Attention Transformer For Sparse Photoacoustic Image Reconstruction
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Modeling Errors Compensation With Total Least Squares for Limited Data Photoacoustic Tomography
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Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image Versus Data Domain
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A Comparative Study of Time Domain Compressed Sensing Techniques for Optoacoustic Imaging
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Transcranial Thermoacoustic Tomography: A Comparison of Two Imaging Algorithms
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Discrete Imaging Models for Three-Dimensional Optoacoustic Tomography Using Radially Symmetric Expansion Functions
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A Compressed Sensing Strategy for Synthetic Transmit Aperture Ultrasound Imaging
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Model-Based Learning for Accelerated, Limited-View 3-D Photoacoustic Tomography
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Compressed Optoacoustic Sensing of Volumetric Cardiac Motion
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Deep-Learning Image Reconstruction for Real-Time Photoacoustic System
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LightSpeed: A Compact, High-Speed Optical-Link-Based 3D Optoacoustic Imager
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Recovery of Blood Flow From Undersampled Photoacoustic Microscopy Data Using Sparse Modeling
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Universal Real-Time Adaptive Signal Compression for High-Frame-Rate Optoacoustic Tomography
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Self-Supervised Upsampling for Reconstructions With Generalized Enhancement in Photoacoustic Computed Tomography
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Reliability-Aware Restoration Framework for 4D Spectral Photoacoustic Data
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Compressed Sensing Based Synthetic Transmit Aperture Imaging: Validation in a Convex Array Configuration
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A Signal-Domain Object Segmentation Method for Ultrasound and Photoacoustic Computed Tomography
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Utilization of Curvelet Transform in Reconstructing Cellular Images for Undersampled Optical-Resolution Photoacoustic Microscopy
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Enhancing Contrast in Circular-view Photoacoustic Computed Tomography Systems
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Fast pulse-echo ultrasound imaging employing compressive sensing
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Ultrasound compressed sensing: Performance study of reconstruction on different ultrasound imaging data
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In vivo photoacoustic tomography of mouse cerebral edema induced by cold injury
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Efficient discrete cosine transform model–based algorithm for photoacoustic image reconstruction
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Compressed sensing based virtual-detector photoacoustic microscopy in vivo
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Single-pixel camera photoacoustic tomography
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Sparsity-based photoacoustic image reconstruction with a linear array transducer and direct measurement of the forward model
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Investigation of photoacoustic tomography reconstruction with a limited view from linear array
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Design, implementation, and analysis of a compressed sensing photoacoustic projection imaging system
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A simple Fourier transform-based reconstruction formula for photoacoustic computed tomography with a circular or spherical measurement geometry
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Image reconstruction of photoacoustic tomography based on finite-aperture-effect corrected compressed sensing algorithm
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Patterned interrogation scheme for compressed sensing photoacoustic imaging using a Fabry Perot planar sensor
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A consecutive reconstruction strategy for estimating absorption and scattering coefficient distribution in multiple-illumination photoacoustic tomography (MIPAT)
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Sparsifying transformations of photoacoustic signals enabling compressed sensing algorithms
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Optimization of the image reconstruction procedure in multi-focal photoacoustic computed tomography
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Photoacoustic imaging with a multi-view Fabry-Pérot scanner
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Dual-wavelength OR-PAM with compressed sensing for cell tracking in a 3D cell culture system
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Compressed sensing with a novel sparse-sampled camera for spectral domain optical coherence tomography
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Accelerating image reconstruction in three-dimensional optoacoustic tomography on graphics processing units
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Sparsity‐based acoustic inversion in cross‐sectional multiscale optoacoustic imaging
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A Novel Compressed Sensing Scheme for Photoacoustic Tomography
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Enhancing Compressed Sensing 4D Photoacoustic Tomography by Simultaneous Motion Estimation
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Multiscale Factorization of the Wave Equation with Application to Compressed Sensing Photoacoustic Tomography
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Compressed Sensing Photoacoustic Tomography Reduces to Compressed Sensing for Undersampled Fourier Measurements
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MODEL-BASED IMAGE RECONSTRUCTION IN OPTOACOUSTIC TOMOGRAPHY
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The sparse array elements selection in sparse imaging of circular-array photoacoustic tomography
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Compressed Sensing Photoacoustic Imaging Based on Fast Alternating Direction Algorithm
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Frequency Domain Compressive Sampling for Ultrasound Imaging
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A Comparative Study of Four Total Variational Regularization Reconstruction Algorithms for Sparse-View Photoacoustic Imaging
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A Photoacoustic Imaging Algorithm Based on Regularized Smoothed L 0 Norm Minimization
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Compressed Sensing for Elastography in Portable Ultrasound
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Compressed Sensing With a Gaussian Scale Mixture Model for Limited View Photoacoustic Computed Tomography In Vivo
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A photoacoustic image reconstruction method using total variation and nonconvex optimization
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Photoacoustic imaging reconstruction using combined nonlocal patch and total-variation regularization for straight-line scanning
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Graphics processing unit accelerating compressed sensing photoacoustic computed tomography with total variation
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Enhancing finite element-based photoacoustic tomography using total variation minimization
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Limited-view photoacoustic imaging based on an iterative adaptive weighted filtered backprojection approach
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Sparse sampling photoacoustic reconstruction with a graph regularization group sparse dictionary
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Enabling high-speed wide-field dynamic imaging in multifocal photoacoustic computed microscopy: a simulation study
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Dictionary learning sparse-sampling reconstruction method for in-vivo 3D photoacoustic computed tomography
inferred← citeshttps://doi.org/10.1364/boe.3.003240openalex-snapshot
Iterative algorithm for multiple illumination photoacoustic tomography (MIPAT) using ultrasound channel data
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A least-squares fixed-point iterative algorithm for multiple illumination photoacoustic tomography
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Compressed sensing for photoacoustic computed tomography based on an untrained neural network with a shape prior
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Photoacoustic imaging with limited sampling: a review of machine learning approaches
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Basis pursuit deconvolution for improving model-based reconstructed images in photoacoustic tomography
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Compressed sensing of human breast optical coherence 3-D image volume data using predictive coding
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Convolutional sparse coding for compressed sensing photoacoustic CT reconstruction with partially known support
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Photoacoustic image reconstruction with an objective function using TGV and ESTGV as a regularization functional
inferred← citeshttps://doi.org/10.1364/oe.18.022010openalex-snapshot
Compressive SD-OCT: the application of compressed sensing in spectral domain optical coherence tomography
inferred← citeshttps://doi.org/10.1364/oe.18.023676openalex-snapshot
Compressed sensing in diffuse optical tomography
inferred← citeshttps://doi.org/10.1364/oe.19.014801openalex-snapshot
Photoacoustic imaging method based on arc-direction compressed sensing and multi-angle observation
inferred← citeshttps://doi.org/10.1364/oe.20.016510openalex-snapshot
Compressed-sensing photoacoustic computed tomography in vivo with partially known support
inferred← citeshttps://doi.org/10.1364/oe.25.002771openalex-snapshot
Deconvolution based photoacoustic reconstruction with sparsity regularization
inferred← citeshttps://doi.org/10.1364/oe.27.036329openalex-snapshot
Optical coherence tomography using physical domain data compression to achieve MHz A-scan rates
inferred← citeshttps://doi.org/10.1364/oe.471807openalex-snapshot
Super-resolution reconstruction algorithm for optical-resolution photoacoustic microscopy images based on sparsity and deconvolution
inferred← citeshttps://doi.org/10.1364/ol.37.003075openalex-snapshot
Compressed sensing with linear-in-wavenumber sampling in spectral-domain optical coherence tomography
inferred← citeshttps://doi.org/10.1364/ol.37.004573openalex-snapshot
In vivo optical-resolution photoacoustic computed tomography with compressed sensing
inferred← citeshttps://doi.org/10.1364/ol.42.000979openalex-snapshot
Three-dimensional optoacoustic reconstruction using fast sparse representation
inferred← citeshttps://doi.org/10.1364/ol.43.002221openalex-snapshot
Sparsity-based reconstruction for super-resolved limited-view photoacoustic computed tomography deep in a scattering medium
inferred← citeshttps://doi.org/10.1364/ol.43.005496openalex-snapshot
Brillouin optical time-domain analysis via compressed sensing
inferred← citeshttps://doi.org/10.1364/ol.44.002955openalex-snapshot
Compressed sensing spectral domain optical coherence tomography with a hardware sparse-sampled camera
inferred← citeshttps://doi.org/10.1371/journal.pone.0152597openalex-snapshot
Comparison of Deconvolution Filters for Photoacoustic Tomography
inferred← citeshttps://doi.org/10.21236/ada587641openalex-snapshot
Photoacoustic Imaging of Epilepsy
inferred← citeshttps://doi.org/10.2174/15734056113096660006openalex-snapshot
Acoustic Inversion in Optoacoustic Tomography: A Review
inferred← citeshttps://doi.org/10.24297/ijct.v11i3.1165openalex-snapshot
Study on cerebral vascular image of spectral domain optical coherence tomography with compressive sensing
inferred← citeshttps://doi.org/10.2528/pier14032303openalex-snapshot
PHOTOACOUSTIC TOMOGRAPHY: PRINCIPLES AND ADVANCES (Invited Review)
inferred← citeshttps://doi.org/10.2991/meita-15.2015.72openalex-snapshot
Study on Cerebral Vascular Image of SD-OCT Via Orthogonal Matching Pursuit
inferred← citeshttps://doi.org/10.3389/fnins.2021.598693openalex-snapshot
A Deep Learning Approach for the Photoacoustic Tomography Recovery From Undersampled Measurements
inferred← citeshttps://doi.org/10.3389/fphy.2022.1028258openalex-snapshot
A practical guide for model-based reconstruction in optoacoustic imaging
inferred← citeshttps://doi.org/10.3390/app8091570openalex-snapshot
A Novel Dictionary-Based Image Reconstruction for Photoacoustic Computed Tomography
inferred← citeshttps://doi.org/10.3390/books978-3-03943-644-6openalex-snapshot
Photoacoustic Tomography (PAT)
inferred← citeshttps://doi.org/10.3390/jimaging7100201openalex-snapshot
Sparsity-Based Recovery of Three-Dimensional Photoacoustic Images from Compressed Single-Shot Optical Detection
inferred← citeshttps://doi.org/10.3390/s130607345openalex-snapshot
Optoacoustic Imaging and Tomography: Reconstruction Approaches and Outstanding Challenges in Image Performance and Quantification
inferred← citeshttps://doi.org/10.3390/s24092670openalex-snapshot
Compressed Sensing for Biomedical Photoacoustic Imaging: A Review
inferred← citeshttps://doi.org/10.3788/col202523.041102openalex-snapshot
Compressed sensing reflection matrix optical coherent tomography
inferred← citeshttps://doi.org/10.3788/pi.2024.r06openalex-snapshot
Image reconstruction from photoacoustic projections
inferred← citeshttps://doi.org/10.4156/ijact.vol3.issue5.23openalex-snapshot
Compressed Sensing Photoacoustic Imaging based on Correlation Criterion
inferred← citeshttps://doi.org/10.48550/arxiv.1501.04305openalex-snapshot
A Novel Compressed Sensing Scheme for Photoacoustic Tomography
inferred← citeshttps://doi.org/10.48550/arxiv.1810.13196openalex-snapshot
Hamilton-Green solver for the forward and adjoint problems in photoacoustic tomography
inferred← citeshttps://doi.org/10.48550/arxiv.2011.13080openalex-snapshot
Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image versus Data Domain
inferred← citeshttps://doi.org/10.48550/arxiv.2105.14255openalex-snapshot
Compressed Sensing for Photoacoustic Computed Tomography Using an Untrained Neural Network
inferred← citeshttps://doi.org/10.5755/j01.eee.18.9.2819openalex-snapshot
Matrix Compression and Compressed Sensing Reconstruction for Photoacoustic Tomography
inferred← citeshttps://doi.org/10.7936/k73j39z3openalex-snapshot
Three-Dimensional Photoacoustic Computed Tomography: Imaging Models and Reconstruction Algorithms
inferred← citeshttps://doi.org/10.7936/k75b00f2openalex-snapshot
Image Reconstruction in Photoacoustic Computed Tomography with Acoustically Heterogeneous Media
inferred← citeshttps://doi.org/10.7936/k78913vnopenalex-snapshot
Photoacoustic Tomography Of Water In Phantom And Biological Tissue
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