On the public citation graph

Model-Based Learning for Accelerated, Limited-View 3-D Photoacoustic Tomography

https://doi.org/10.1109/tmi.2018.2820382

0 signed · 389 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.

Claim with ORCID

Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.

See reference health

What this work says

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

inferredcites →https://doi.org/10.1002/cpa.20124openalex-snapshot

Stable signal recovery from incomplete and inaccurate measurements

inferredcites →https://doi.org/10.1002/mp.12344openalex-snapshot

A deep convolutional neural network using directional wavelets for low‐dose X‐ray CT reconstruction

inferredcites →https://doi.org/10.1002/mrm.26977openalex-snapshot

Learning a variational network for reconstruction of accelerated MRI data

inferredcites →https://doi.org/10.1007/11505730_12openalex-snapshot

Multiscale Vessel Enhancing Diffusion in CT Angiography Noise Filtering

inferredcites →https://doi.org/10.1007/978-0-387-69277-7openalex-snapshot

Variational Methods in Imaging

inferredcites →https://doi.org/10.1007/978-0-387-92920-0_18openalex-snapshot

Photoacoustic and Thermoacoustic Tomography: Image Formation Principles

inferredcites →https://doi.org/10.1007/978-0-387-92920-0_19openalex-snapshot

Mathematics of Photoacoustic and Thermoacoustic Tomography

inferredcites →https://doi.org/10.1007/978-1-4939-0790-8_50openalex-snapshot

Photoacoustic and Thermoacoustic Tomography: Image Formation Principles

inferredcites →https://doi.org/10.1007/978-3-319-01712-9_1openalex-snapshot

A Guide to the TV Zoo

inferredcites →https://doi.org/10.1007/978-3-319-24574-4_28openalex-snapshot

U-Net: Convolutional Networks for Biomedical Image Segmentation

inferredcites →https://doi.org/10.1007/bfb0056195openalex-snapshot

Multiscale vessel enhancement filtering

inferredcites →https://doi.org/10.1007/springerreference_186900openalex-snapshot

Mathematics of Photoacoustic and Thermoacoustic Tomography

inferredcites →https://doi.org/10.1038/nphoton.2009.157openalex-snapshot

Multiscale photoacoustic microscopy and computed tomography

inferredcites →https://doi.org/10.1038/nphoton.2015.22openalex-snapshot

Deep in vivo photoacoustic imaging of mammalian tissues using a tyrosinase-based genetic reporter

inferredcites →https://doi.org/10.1039/c4cs00086bopenalex-snapshot

Structural and functional photoacoustic molecular tomography aided by emerging contrast agents

inferredcites →https://doi.org/10.1080/17415977.2018.1518444openalex-snapshot

Deep learning for photoacoustic tomography from sparse data

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/10.1088/0266-5611/26/11/115003openalex-snapshot

Photoacoustic tomography in absorbing acoustic media using time reversal

inferredcites →https://doi.org/10.1088/0266-5611/28/8/080201openalex-snapshot

Imaging from coupled physics

inferredcites →https://doi.org/10.1088/0266-5611/32/11/115012openalex-snapshot

On the adjoint operator in photoacoustic tomography

inferredcites →https://doi.org/10.1088/1361-6420/aa9581openalex-snapshot

Solving ill-posed inverse problems using iterative deep neural networks

inferredcites →https://doi.org/10.1088/1361-6560/61/24/8908openalex-snapshot

Accelerated high-resolution photoacoustic tomography via compressed sensing

inferredcites →https://doi.org/10.1088/1361-6560/aaaa4aopenalex-snapshot

A framework for directional and higher-order reconstruction in photoacoustic tomography

inferredcites →https://doi.org/10.1088/2040-8978/18/11/114004openalex-snapshot

Compressed sensing and sparsity in photoacoustic tomography

inferredcites →https://doi.org/10.1098/rsfs.2011.0028openalex-snapshot

Biomedical photoacoustic imaging

inferredcites →https://doi.org/10.1109/58.911717openalex-snapshot

A k-space method for large-scale models of wave propagation in tissue

inferredcites →https://doi.org/10.1109/msp.2007.914730openalex-snapshot

Single-pixel imaging via compressive sampling

inferredcites →https://doi.org/10.1109/tbme.2013.2283507openalex-snapshot

Small-Animal Whole-Body Photoacoustic Tomography: A Review

inferredcites →https://doi.org/10.1109/tip.2017.2713099openalex-snapshot

Deep Convolutional Neural Network for Inverse Problems in Imaging

inferredcites →https://doi.org/10.1109/tit.2006.871582openalex-snapshot

Compressed sensing

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.2013.2254496openalex-snapshot

Full-Wave Iterative Image Reconstruction in Photoacoustic Tomography With Acoustically Inhomogeneous Media

inferredcites →https://doi.org/10.1109/tmi.2018.2799231openalex-snapshot

Learned Primal-Dual Reconstruction

inferredcites →https://doi.org/10.1109/tmi.2018.2805692openalex-snapshot

LEARN: Learned Experts’ Assessment-Based Reconstruction Network for Sparse-Data CT

inferredcites →https://doi.org/10.1117/1.3360308openalex-snapshot

k-Wave: MATLAB toolbox for the simulation and reconstruction of photoacoustic wave fields

inferredcites →https://doi.org/10.1117/1.3381187openalex-snapshot

Compressed sensing in photoacoustic tomography in vivo

inferredcites →https://doi.org/10.1117/1.jbo.21.6.061007openalex-snapshot

Tutorial on photoacoustic tomography

inferredcites →https://doi.org/10.1117/12.2250868openalex-snapshot

Sub-sampled Fabry-Perot photoacoustic scanner for fast 3D imaging

inferredcites →https://doi.org/10.1118/1.1644531openalex-snapshot

Reconstructions in limited‐view thermoacoustic tomography

inferredcites →https://doi.org/10.1121/1.2717409openalex-snapshot

k -space propagation models for acoustically heterogeneous media: Application to biomedical photoacoustics

inferredcites →https://doi.org/10.1137/140977709openalex-snapshot

Artifacts in Incomplete Data Tomography with Applications to Photoacoustic Tomography and Sonar

inferredcites →https://doi.org/10.1137/16m1104822openalex-snapshot

Analysis of Iterative Methods in Photoacoustic Tomography with Variable Sound Speed

inferredcites →https://doi.org/10.1137/16m1109114openalex-snapshot

A Galerkin Least Squares Approach for Photoacoustic Tomography

inferredcites →https://doi.org/10.1137/21m1463409openalex-snapshot

Analysis for Full-Field Photoacoustic Tomography with Variable Sound Speed

inferredcites →https://doi.org/10.1148/radiol.16151414openalex-snapshot

Photoacoustic Imaging in Oncology: Translational Preclinical and Early Clinical Experience

inferredcites →https://doi.org/10.1158/0008-5472.can-13-2387openalex-snapshot

Light In and Sound Out: Emerging Translational Strategies for Photoacoustic Imaging

inferredcites →https://doi.org/10.1364/ao.47.000561openalex-snapshot

Backward-mode multiwavelength photoacoustic scanner using a planar Fabry-Perot polymer film ultrasound sensor for high-resolution three-dimensional imaging of biological tissues

inferredcites →https://doi.org/10.3390/s130607345openalex-snapshot

Optoacoustic Imaging and Tomography: Reconstruction Approaches and Outstanding Challenges in Image Performance and Quantification

inferredcites →https://doi.org/10.48550/arxiv.1412.6980openalex-snapshot

Adam: A Method for Stochastic Optimization

inferredcites →https://doi.org/10.48550/arxiv.1706.04008openalex-snapshot

Recurrent Inference Machines for Solving Inverse Problems

inferredcites →https://doi.org/10.48550/arxiv.1709.00584openalex-snapshot

Deep Learning-Guided Image Reconstruction from Incomplete Data

inferredcites →https://doi.org/10.48550/arxiv.1712.04741openalex-snapshot

Mathematics of Deep Learning

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4615629openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.4751749openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.4896863openalex-extracted

inferred← citeshttps://doi.org/10.1002/advs.202301277openalex-snapshot

Deep Learning Enhanced Volumetric Photoacoustic Imaging of Vasculature in Human

inferred← citeshttps://doi.org/10.1002/jbio.202000325openalex-snapshot

LV‐GAN : A deep learning approach for limited‐view optoacoustic imaging based on hybrid datasets

inferred← citeshttps://doi.org/10.1002/jbio.202300281openalex-snapshot

Accelerated model‐based iterative reconstruction strategy for sparse‐view photoacoustic tomography aided by multi‐channel autoencoder priors

inferred← citeshttps://doi.org/10.1002/jbio.202300347openalex-snapshot

Photoacoustic imaging of squirrel monkey cortical responses induced by peripheral mechanical stimulation

inferred← citeshttps://doi.org/10.1002/lpor.202100381openalex-snapshot

Broadband Model‐Based Optoacoustic Mesoscopy Enables Deep‐Tissue Imaging beyond the Acoustic Diffraction Limit

inferred← citeshttps://doi.org/10.1002/lsm.23414openalex-snapshot

Deep Learning in Biomedical Optics

inferred← citeshttps://doi.org/10.1002/mp.13627openalex-snapshot

Computationally efficient deep neural network for computed tomography image reconstruction

inferred← citeshttps://doi.org/10.1002/mp.15183openalex-snapshot

Accurate and robust sparse‐view angle CT image reconstruction using deep learning and prior image constrained compressed sensing (DL‐PICCS)

inferred← citeshttps://doi.org/10.1007/978-3-030-00129-2_12openalex-snapshot

Approximate k-Space Models and Deep Learning for Fast Photoacoustic Reconstruction

inferred← citeshttps://doi.org/10.1007/978-3-030-03009-4_67-1openalex-snapshot

Learned Iterative Reconstruction

inferred← citeshttps://doi.org/10.1007/978-3-030-32239-7_28openalex-snapshot

EDA-Net: Dense Aggregation of Deep and Shallow Information Achieves Quantitative Photoacoustic Blood Oxygenation Imaging Deep in Human Breast

inferred← citeshttps://doi.org/10.1007/978-3-030-55240-4_8openalex-snapshot

Inverse Problems in Designing New Structural Materials

inferred← citeshttps://doi.org/10.1007/978-3-030-58080-3_333-1openalex-snapshot

Mathematical Foundations of AIM

inferred← citeshttps://doi.org/10.1007/978-3-030-64573-1_333openalex-snapshot

Mathematical Foundations of AIM

inferred← citeshttps://doi.org/10.1007/978-3-030-92087-6_13openalex-snapshot

Artificial Intelligence for Image Enhancement and Reconstruction in Magnetic Resonance Imaging

inferred← citeshttps://doi.org/10.1007/978-3-030-98661-2_67openalex-snapshot

Learned Iterative Reconstruction

inferred← citeshttps://doi.org/10.1007/978-3-031-61411-8_4openalex-snapshot

Model-Based Reconstructions for Quantitative Imaging in Photoacoustic Tomography

inferred← citeshttps://doi.org/10.1007/978-3-319-73074-5_6openalex-snapshot

Deep Learning for Trivial Inverse Problems

inferred← citeshttps://doi.org/10.1007/978-981-15-3984-8_9openalex-snapshot

Deep Learning for Image Processing and Reconstruction to Enhance LED-Based Photoacoustic Imaging

inferred← citeshttps://doi.org/10.1007/s00521-020-05607-xopenalex-snapshot

An iterative gradient convolutional neural network and its application in endoscopic photoacoustic image formation from incomplete acoustic measurement

inferred← citeshttps://doi.org/10.1007/s10043-026-01048-4openalex-snapshot

Systematic evaluation of model-based learning for cost-effective 3-D photoacoustic imaging with sparse 2-D matrix arrays

inferred← citeshttps://doi.org/10.1007/s10278-025-01674-5openalex-snapshot

Ultrasound-Based Tomographic Imaging Reconstruction and Synthesis Methods: a Scoping Review

inferred← citeshttps://doi.org/10.1007/s10851-019-00901-3openalex-snapshot

Networks for Nonlinear Diffusion Problems in Imaging

inferred← citeshttps://doi.org/10.1007/s10851-019-00923-xopenalex-snapshot

Regularization by Architecture: A Deep Prior Approach for Inverse Problems

inferred← citeshttps://doi.org/10.1007/s10851-025-01236-yopenalex-snapshot

CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping

inferred← citeshttps://doi.org/10.1007/s11425-023-2293-3openalex-snapshot

Learning to optimize: A tutorial for continuous and mixed-integer optimization

inferred← citeshttps://doi.org/10.1007/s11432-019-2708-1openalex-snapshot

Application of machine learning method in optical molecular imaging: a review

inferred← citeshttps://doi.org/10.1007/s13534-021-00210-yopenalex-snapshot

Photoacoustic imaging aided with deep learning: a review

inferred← citeshttps://doi.org/10.1016/b978-0-12-816176-0.00007-7openalex-snapshot

Machine learning for image reconstruction

inferred← citeshttps://doi.org/10.1016/b978-0-12-824349-7.00033-5openalex-snapshot

Uncertainty quantification in medical image synthesis

inferred← citeshttps://doi.org/10.1016/bs.hna.2025.09.003openalex-snapshot

Deep learning based reconstruction methods for electrical impedance tomography

inferred← citeshttps://doi.org/10.1016/bs.hna.2026.05.002openalex-snapshot

Learned iterative networks

inferred← citeshttps://doi.org/10.1016/j.bspc.2021.103233openalex-snapshot

Sparse-sampling photoacoustic computed tomography: Deep learning vs. compressed sensing

inferred← citeshttps://doi.org/10.1016/j.cmpb.2023.107822openalex-snapshot

Adaptive machine learning method for photoacoustic computed tomography based on sparse array sensor data

inferred← citeshttps://doi.org/10.1016/j.compbiomed.2019.103587openalex-snapshot

Image reconstruction based on compressed sensing for sparse-data endoscopic photoacoustic tomography

inferred← citeshttps://doi.org/10.1016/j.compbiomed.2025.111340openalex-snapshot

Diffusion-based model as a generalizable denoiser for optoacoustic imaging

inferred← citeshttps://doi.org/10.1016/j.compmedimag.2020.101720openalex-snapshot

A New Deep Learning Network for Mitigating Limited-view and Under-sampling Artifacts in Ring-shaped Photoacoustic Tomography

inferred← citeshttps://doi.org/10.1016/j.ijleo.2021.167512openalex-snapshot

Performance comparison of acoustic lens based photoacoustic image reconstruction with algorithm based reconstruction techniques

inferred← citeshttps://doi.org/10.1016/j.measurement.2026.122667openalex-snapshot

A deep learning framework for electrical impedance imaging with integrated prior rules

inferred← citeshttps://doi.org/10.1016/j.measurement.2026.123036openalex-snapshot

Deep learning pipeline for sparse photoacoustic signal denoising and reconstruction

inferred← citeshttps://doi.org/10.1016/j.medengphy.2024.104268openalex-snapshot

Trends and developments in 3D photoacoustic imaging systems: A review of recent progress

inferred← citeshttps://doi.org/10.1016/j.media.2023.103012openalex-snapshot

Signal domain adaptation network for limited-view optoacoustic tomography

inferred← citeshttps://doi.org/10.1016/j.media.2024.103106openalex-snapshot

DOVE: Doodled vessel enhancement for photoacoustic angiography super resolution

inferred← citeshttps://doi.org/10.1016/j.neucom.2026.135293openalex-snapshot

X-ray computed tomography for industrial nondestructive defect detection and dimensional metrology: a survey

inferred← citeshttps://doi.org/10.1016/j.neunet.2024.106515openalex-snapshot

Masked cross-domain self-supervised deep learning framework for photoacoustic computed tomography reconstruction

inferred← citeshttps://doi.org/10.1016/j.optlaseng.2024.108242openalex-snapshot

Diffusion assisted image reconstruction in optoacoustic tomography

inferred← citeshttps://doi.org/10.1016/j.optlastec.2024.110863openalex-snapshot

Phase reconstruction and singularity recovery of submicron particles in far-field phase space data using deep learning networks

inferred← citeshttps://doi.org/10.1016/j.pacs.2018.05.001openalex-snapshot

Photoacoustic tomography of blood oxygenation: A mini review

inferred← citeshttps://doi.org/10.1016/j.pacs.2020.100176openalex-snapshot

Three-dimensional view of out-of-plane artifacts in photoacoustic imaging using a laser-integrated linear-transducer-array probe

inferred← citeshttps://doi.org/10.1016/j.pacs.2020.100190openalex-snapshot

Domain Transform Network for Photoacoustic Tomography from Limited-view and Sparsely Sampled Data

inferred← citeshttps://doi.org/10.1016/j.pacs.2020.100197openalex-snapshot

Y-Net: Hybrid deep learning image reconstruction for photoacoustic tomography in vivo

inferred← citeshttps://doi.org/10.1016/j.pacs.2020.100215openalex-snapshot

Review of deep learning for photoacoustic imaging

inferred← citeshttps://doi.org/10.1016/j.pacs.2020.100218openalex-snapshot

Compensating for visibility artefacts in photoacoustic imaging with a deep learning approach providing prediction uncertainties

inferred← citeshttps://doi.org/10.1016/j.pacs.2021.100241openalex-snapshot

Deep learning for biomedical photoacoustic imaging: A review

inferred← citeshttps://doi.org/10.1016/j.pacs.2021.100264openalex-snapshot

Progress of clinical translation of handheld and semi-handheld photoacoustic imaging

inferred← citeshttps://doi.org/10.1016/j.pacs.2021.100266openalex-snapshot

Deep image prior for undersampling high-speed photoacoustic microscopy

inferred← citeshttps://doi.org/10.1016/j.pacs.2021.100270openalex-snapshot

Deep learning enabled real-time photoacoustic tomography system via single data acquisition channel

inferred← citeshttps://doi.org/10.1016/j.pacs.2021.100271openalex-snapshot

Comparing Deep Learning Frameworks for Photoacoustic Tomography Image Reconstruction

inferred← citeshttps://doi.org/10.1016/j.pacs.2021.100310openalex-snapshot

Full-view in vivo skin and blood vessels profile segmentation in photoacoustic imaging based on deep learning

inferred← citeshttps://doi.org/10.1016/j.pacs.2021.100314openalex-snapshot

High-resolution photoacoustic microscopy with deep penetration through learning

inferred← citeshttps://doi.org/10.1016/j.pacs.2022.100335openalex-snapshot

Detection of weak optical absorption by optical-resolution photoacoustic microscopy

inferred← citeshttps://doi.org/10.1016/j.pacs.2022.100442openalex-snapshot

A jointed feature fusion framework for photoacoustic image reconstruction

inferred← citeshttps://doi.org/10.1016/j.pacs.2023.100452openalex-snapshot

Fast iterative reconstruction for photoacoustic tomography using learned physical model: Theoretical validation

inferred← citeshttps://doi.org/10.1016/j.pacs.2023.100484openalex-snapshot

Adaptive enhancement of acoustic resolution photoacoustic microscopy imaging via deep CNN prior

inferred← citeshttps://doi.org/10.1016/j.pacs.2023.100507openalex-snapshot

Fisheye piezo polymer detector for scanning optoacoustic angiography of experimental neoplasms

inferred← citeshttps://doi.org/10.1016/j.pacs.2023.100536openalex-snapshot

Learning spatially variant degradation for unsupervised blind photoacoustic tomography image restoration

inferred← citeshttps://doi.org/10.1016/j.pacs.2023.100558openalex-snapshot

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

inferred← citeshttps://doi.org/10.1016/j.pacs.2023.100570openalex-snapshot

Compressed single-shot 3D photoacoustic imaging with a single-element transducer

inferred← citeshttps://doi.org/10.1016/j.pacs.2024.100597openalex-snapshot

Compensating unknown speed of sound in learned fast 3D limited-view photoacoustic tomography

inferred← citeshttps://doi.org/10.1016/j.pacs.2024.100618openalex-snapshot

Image reconstruction of multispectral sparse sampling photoacoustic tomography based on deep algorithm unrolling

inferred← citeshttps://doi.org/10.1016/j.pacs.2024.100621openalex-snapshot

Learning-based sound speed estimation and aberration correction for linear-array photoacoustic imaging

inferred← citeshttps://doi.org/10.1016/j.pacs.2024.100623openalex-snapshot

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

inferred← citeshttps://doi.org/10.1016/j.pacs.2024.100641openalex-snapshot

Spiral scanning and self-supervised image reconstruction enable ultra-sparse sampling multispectral photoacoustic tomography

inferred← citeshttps://doi.org/10.1016/j.pacs.2024.100646openalex-snapshot

Multiple diffusion models-enhanced extremely limited-view reconstruction strategy for photoacoustic tomography boosted by multi-scale priors

inferred← citeshttps://doi.org/10.1016/j.pacs.2024.100670openalex-snapshot

Ultra-sparse reconstruction for photoacoustic tomography: Sinogram domain prior-guided method exploiting enhanced score-based diffusion model

inferred← citeshttps://doi.org/10.1016/j.pacs.2024.100679openalex-snapshot

MSD-Net: Multi-scale dense convolutional neural network for photoacoustic image reconstruction with sparse data

inferred← citeshttps://doi.org/10.1016/j.pacs.2025.100685openalex-snapshot

Limited-view photoacoustic imaging reconstruction via high-quality self-supervised neural representation

inferred← citeshttps://doi.org/10.1016/j.pacs.2025.100687openalex-snapshot

Structure and oxygen saturation recovery of sparse photoacoustic microscopy images by deep learning

inferred← citeshttps://doi.org/10.1016/j.pacs.2025.100726openalex-snapshot

Iterative optimization algorithm with structural prior for artifacts removal of photoacoustic imaging

inferred← citeshttps://doi.org/10.1016/j.pacs.2025.100727openalex-snapshot

Scale-equivariant deep model-based optoacoustic image reconstruction

inferred← citeshttps://doi.org/10.1016/j.pacs.2025.100732openalex-snapshot

Model-informed deep-learning photoacoustic reconstruction for low-element linear array

inferred← citeshttps://doi.org/10.1016/j.pacs.2025.100745openalex-snapshot

Artifacts in photoacoustic imaging: Origins and mitigations

inferred← citeshttps://doi.org/10.1016/j.pacs.2026.100804openalex-snapshot

Ultrasound-guided sound speed correction for photoacoustic computed tomography

inferred← citeshttps://doi.org/10.1016/j.pacs.2026.100825openalex-snapshot

Progressive dual-branch adversarial diffusion for sparse-view photoacoustic tomography reconstruction

inferred← citeshttps://doi.org/10.1016/j.pacs.2026.100847openalex-snapshot

Hybrid three-dimensional full-view multi-wavelength photoacoustic and ultrasound breast tomography

inferred← citeshttps://doi.org/10.1016/j.pacs.2026.100886openalex-snapshot

A Model-Based Joint Feature Fusion framework for limited-view photoacoustic tomography reconstruction

inferred← citeshttps://doi.org/10.1016/j.patcog.2019.03.009openalex-snapshot

A regional adaptive variational PDE model for computed tomography image reconstruction

inferred← citeshttps://doi.org/10.1016/j.ultras.2024.107486openalex-snapshot

Reconstruction of reflection ultrasound computed tomography with sparse transmissions using conditional generative adversarial network

inferred← citeshttps://doi.org/10.1016/j.ultras.2026.108164openalex-snapshot

MUnet: A model-based unrolled reconstruction framework for computational photoacoustic imaging

inferred← citeshttps://doi.org/10.1016/j.ultras.2026.108241openalex-snapshot

LSMS-Net: Resolving multiple scattering via physics-constrained deep learning for photoacoustic imaging in porous media

inferred← citeshttps://doi.org/10.1016/j.ultrasmedbio.2022.04.008openalex-snapshot

Feasibility of a Generative Adversarial Network for Artifact Removal in Experimental Photoacoustic Imaging

inferred← citeshttps://doi.org/10.1016/j.ultrasmedbio.2023.07.014openalex-snapshot

S-Wave Accelerates Optimization-based Photoacoustic Image Reconstruction in vivo

inferred← citeshttps://doi.org/10.1016/j.ultrasmedbio.2024.06.006openalex-snapshot

Removing Artifacts in Transcranial Photoacoustic Imaging With Polarized Self-Attention Dense-UNet

inferred← citeshttps://doi.org/10.1017/9781009042529.006openalex-snapshot

Deep Algorithm Unrolling for Biomedical Imaging

inferred← citeshttps://doi.org/10.1017/s0962492919000059openalex-snapshot

Solving inverse problems using data-driven models

inferred← citeshttps://doi.org/10.1038/s41377-018-0070-5openalex-snapshot

All-optical forward-viewing photoacoustic probe for high-resolution 3D endoscopy

inferred← citeshttps://doi.org/10.1038/s41467-025-66855-wopenalex-snapshot

SlingBAG: point cloud-based iterative algorithm for large-scale 3D photoacoustic imaging

inferred← citeshttps://doi.org/10.1038/s41467-026-68693-wopenalex-snapshot

High-speed blind structured illumination microscopy via unsupervised algorithm unrolling

inferred← citeshttps://doi.org/10.1038/s41598-020-65235-2openalex-snapshot

Limited-View and Sparse Photoacoustic Tomography for Neuroimaging with Deep Learning

inferred← citeshttps://doi.org/10.1038/s41598-022-06501-3openalex-snapshot

Assessment of photoacoustic tomography contrast for breast tissue imaging using 3D correlative virtual histology

inferred← citeshttps://doi.org/10.1038/s42256-019-0095-3openalex-snapshot

Deep learning optoacoustic tomography with sparse data

inferred← citeshttps://doi.org/10.1038/s42256-020-00273-zopenalex-snapshot

Deep learning for tomographic image reconstruction

inferred← citeshttps://doi.org/10.1038/s42256-023-00724-3openalex-snapshot

A deep neural network for real-time optoacoustic image reconstruction with adjustable speed of sound

inferred← citeshttps://doi.org/10.1038/s44303-024-00052-0openalex-snapshot

High speed innovations in photoacoustic microscopy

inferred← citeshttps://doi.org/10.1049/2023/6615953openalex-snapshot

IRR‐Net: A Joint Learning Framework for Image Reconstruction and Recognition of Photoacoustic Tomography

inferred← citeshttps://doi.org/10.1051/epjconf/202635901020openalex-snapshot

RETRACTED: A comprehensive survey of biomedical optical image reconstruction using physics-informed deep learning techniques and their applications: Status, challenges and perspectives

inferred← citeshttps://doi.org/10.1063/5.0008401openalex-snapshot

Practical photoacoustic tomography: Realistic limitations and technical solutions

inferred← citeshttps://doi.org/10.1063/5.0018190openalex-snapshot

Photoacoustic imaging for surgical guidance: Principles, applications, and outlook

inferred← citeshttps://doi.org/10.1063/5.0028190openalex-snapshot

Progress in biomedical photoacoustic imaging instrumentation toward clinical application

inferred← citeshttps://doi.org/10.1063/5.0202401openalex-snapshot

Navigating challenges and solutions in quantitative photoacoustic imaging

inferred← citeshttps://doi.org/10.1080/17455030.2021.1968540openalex-snapshot

Deep learning based image reconstruction for sparse-view diffuse optical tomography

inferred← citeshttps://doi.org/10.1088/1361-6420/aaf073openalex-snapshot

A hybrid reconstruction approach for absorption coefficient by fluorescence photoacoustic tomography

inferred← citeshttps://doi.org/10.1088/1361-6420/ab10caopenalex-snapshot

Learning the invisible: a hybrid deep learning-shearlet framework for limited angle computed tomography

inferred← citeshttps://doi.org/10.1088/1361-6420/aba415openalex-snapshot

Computed tomography reconstruction using deep image prior and learned reconstruction methods

inferred← citeshttps://doi.org/10.1088/1361-6420/abb447openalex-snapshot

Numerical solution of inverse problems by weak adversarial networks

inferred← citeshttps://doi.org/10.1088/1361-6420/ac28ecopenalex-snapshot

Task adapted reconstruction for inverse problems

inferred← citeshttps://doi.org/10.1088/1361-6420/ad0660openalex-snapshot

Invertible residual networks in the context of regularization theory for linear inverse problems

inferred← citeshttps://doi.org/10.1088/1361-6420/ad2b99openalex-snapshot

MiPhDUO: microwave imaging via physics-informed deep unrolled optimization

inferred← citeshttps://doi.org/10.1088/1361-6420/ad4f0aopenalex-snapshot

Learning a stable approximation of an existing but unknown inverse mapping: application to the half-time circular Radon transform

inferred← citeshttps://doi.org/10.1088/1361-6420/ad7d30openalex-snapshot

Normalizing flow regularization for photoacoustic tomography

inferred← citeshttps://doi.org/10.1088/1361-6420/ae3f4copenalex-snapshot

Why the noise model matters: a performance gap in learned regularization

inferred← citeshttps://doi.org/10.1088/1361-6560/ab3522openalex-snapshot

Optoacoustic image formation approaches—a clinical perspective

inferred← citeshttps://doi.org/10.1088/1361-6560/ab3704openalex-snapshot

ℓ 0 gradient minimization for limited-view photoacoustic tomography

inferred← citeshttps://doi.org/10.1088/1361-6560/ab990eopenalex-snapshot

Neural networks-based regularization for large-scale medical image reconstruction

inferred← citeshttps://doi.org/10.1088/1361-6560/abd669openalex-snapshot

Another decade of photoacoustic imaging

inferred← citeshttps://doi.org/10.1088/1361-6560/ae2cddopenalex-snapshot

Superiorized model-based real-time inversion for cross-sectional magnetoacoustic tomography combined with magnetic induction

inferred← citeshttps://doi.org/10.1088/1361-6579/ab21b2openalex-snapshot

Beltrami-net: domain-independent deep D-bar learning for absolute imaging with electrical impedance tomography (a-EIT)

inferred← citeshttps://doi.org/10.1088/1361-6633/abdab9openalex-snapshot

Spatial resolution in photoacoustic computed tomography

inferred← citeshttps://doi.org/10.1088/1742-6596/1761/1/012001openalex-snapshot

Quantitative photoacoustic estimates of intervascular blood oxygenation differences using linear unmixing

inferred← citeshttps://doi.org/10.1088/2040-8986/ab3b1aopenalex-snapshot

Listening to tissues with new light: recent technological advances in photoacoustic imaging

inferred← citeshttps://doi.org/10.1088/2057-1976/adaf29openalex-snapshot

Deep learning aided determination of the optimal number of detectors for photoacoustic tomography

inferred← citeshttps://doi.org/10.1088/2515-7647/ae5580openalex-snapshot

Breaking the view barrier: mechanisms and advances in correcting limited-view artifacts for photoacoustic microscopy

inferred← citeshttps://doi.org/10.1093/jbi/wbad057openalex-snapshot

Optical Breast Imaging: A Review of Physical Principles, Technologies, and Clinical Applications

inferred← citeshttps://doi.org/10.1098/rspa.2021.0526openalex-snapshot

Structural engineering from an inverse problems perspective

inferred← citeshttps://doi.org/10.1109/access.2021.3056150openalex-snapshot

Material Decomposition in Spectral CT Using Deep Learning: A Sim2Real Transfer Approach

inferred← citeshttps://doi.org/10.1109/ap-s/usnc-ursi60190.2026.11675077openalex-snapshot

A Low-Rank Sensitivity-Mapping Approach with Image Enhancement for Microwave Stroke Imaging

inferred← citeshttps://doi.org/10.1109/cama57522.2023.10352860openalex-snapshot

Unrolled Microwave Imaging via Physics-assisted Deep Learning

inferred← citeshttps://doi.org/10.1109/cvprw56347.2022.00201openalex-snapshot

Fourier Image Transformer

inferred← citeshttps://doi.org/10.1109/embc.2019.8856290openalex-snapshot

Accelerated Photoacoustic Tomography Reconstruction via Recurrent Inference Machines

inferred← citeshttps://doi.org/10.1109/embc.2019.8856590openalex-snapshot

Reconstruct the Photoacoustic Image Based On Deep Learning with Multi-frequency Ring-shape Transducer Array

inferred← citeshttps://doi.org/10.1109/embc.2019.8857019openalex-snapshot

Hybrid Neural Network for Photoacoustic Imaging Reconstruction

inferred← citeshttps://doi.org/10.1109/embc46164.2021.9630545openalex-snapshot

Learned Parameters and Increment for Iterative Photoacoustic Image Reconstruction via Deep Learning

inferred← citeshttps://doi.org/10.1109/globalsip.2018.8646704openalex-snapshot

DEEP NEURAL NETWORKS FOR NON-LINEAR MODEL-BASED ULTRASOUND RECONSTRUCTION

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9414332openalex-snapshot

Stochastic Deep Unfolding for Imaging Inverse Problems

inferred← citeshttps://doi.org/10.1109/icassp49357.2023.10094843openalex-snapshot

Deep Network Series for Large-Scale High-Dynamic Range Imaging

inferred← citeshttps://doi.org/10.1109/iccvw54120.2021.00448openalex-snapshot

Joint Reconstruction and Calibration Using Regularization by Denoising with Application to Computed Tomography

inferred← citeshttps://doi.org/10.1109/icee55646.2022.9827413openalex-snapshot

Fast Adapted Delay and Sum Reconstruction Algorithm in Circular Photoacoustic Tomography

inferred← citeshttps://doi.org/10.1109/icoac44903.2018.8939073openalex-snapshot

Diminishing fall-out and miss-rate in the classification of lung diseases using deep learning techniques

inferred← citeshttps://doi.org/10.1109/icpr48806.2021.9412521openalex-snapshot

Quantifying Model Uncertainty in Inverse Problems via Bayesian Deep Gradient Descent

inferred← citeshttps://doi.org/10.1109/ieeeconf53345.2021.9723134openalex-snapshot

Motion-Guided Physics-Based Learning for Cardiac MRI Reconstruction

inferred← citeshttps://doi.org/10.1109/isbi52829.2022.9761621openalex-snapshot

Convolutional Analysis Operator Learning by End-to-End Training of Iterative Neural Networks

inferred← citeshttps://doi.org/10.1109/isbi56570.2024.10635154openalex-snapshot

Cross-Domain Self-Supervised Reconstruction for Photoacoustic Computed Tomography

inferred← citeshttps://doi.org/10.1109/isbiworkshops50223.2020.9153440openalex-snapshot

Material Decomposition Problem in Spectral CT: A Transfer Deep Learning Approach

inferred← citeshttps://doi.org/10.1109/iscas48785.2022.9937914openalex-snapshot

Learning-based Algorithm for Real Imaging System Enhancement: Acoustic Resolution to Optical Resolution Photoacoustic Microscopy

inferred← citeshttps://doi.org/10.1109/iscas51556.2021.9401797openalex-snapshot

Photoacoustic Microscopy Imaging from Acoustic Resolution to Optical Resolution Enhancement with Deep Learning

inferred← citeshttps://doi.org/10.1109/ius52206.2021.9593560openalex-snapshot

Deep Learning Regularized Acceleration for Photoacoustic Image Reconstruction

inferred← citeshttps://doi.org/10.1109/ius62464.2025.11201245openalex-snapshot

Three-Dimensional Photoacoustic Imaging with a Row-Column Array Based on 3D Gaussian Splatting

inferred← citeshttps://doi.org/10.1109/ius62464.2025.11201799openalex-snapshot

Volumetric Photoacoustic Imaging with a Rotational Row-Column-Addressed Array Based on Inverse Radon Transform

inferred← citeshttps://doi.org/10.1109/jbhi.2019.2912935openalex-snapshot

Fully Dense UNet for 2-D Sparse Photoacoustic Tomography Artifact Removal

inferred← citeshttps://doi.org/10.1109/mms55062.2022.9825562openalex-snapshot

Advances in MRI based Electrical Properties Tomography: a Comparison between Physics-supported Learning Approaches

inferred← citeshttps://doi.org/10.1109/nbec58134.2023.10352587openalex-snapshot

Imaging enhancement for acoustic-resolution photoacoustic microscopy by deep learning

inferred← citeshttps://doi.org/10.1109/ojemb.2024.3402998openalex-snapshot

Unrolled Optimization via Physics-Assisted Convolutional Neural Network for MR-Based Electrical Properties Tomography: A Numerical Investigation

inferred← citeshttps://doi.org/10.1109/tap.2022.3159680openalex-snapshot

Deep-Learning-Enabled Microwave-Induced Thermoacoustic Tomography Based on Sparse Data for Breast Cancer Detection

inferred← citeshttps://doi.org/10.1109/tbme.2019.2931195openalex-snapshot

A Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound

inferred← citeshttps://doi.org/10.1109/tci.2020.2990299openalex-snapshot

Multi-Scale Learned Iterative Reconstruction

inferred← citeshttps://doi.org/10.1109/tci.2021.3085534openalex-snapshot

SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees

inferred← citeshttps://doi.org/10.1109/tci.2021.3093003openalex-snapshot

Deep Learning With Adaptive Hyper-Parameters for Low-Dose CT Image Reconstruction

inferred← citeshttps://doi.org/10.1109/tci.2021.3125564openalex-snapshot

CoIL: Coordinate-Based Internal Learning for Tomographic Imaging

inferred← citeshttps://doi.org/10.1109/tci.2021.3132190openalex-snapshot

Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems

inferred← citeshttps://doi.org/10.1109/tci.2022.3155379openalex-snapshot

AS-Net: Fast Photoacoustic Reconstruction With Multi-Feature Fusion From Sparse Data

inferred← citeshttps://doi.org/10.1109/tci.2022.3233188openalex-snapshot

An Educated Warm Start for Deep Image Prior-Based Micro CT Reconstruction

inferred← citeshttps://doi.org/10.1109/tci.2025.3550716openalex-snapshot

PACformer: A Multi-Stage Heterogeneous Convolutional-Vision Transformer for Sparse-View Photoacoustic Tomography Restoration

inferred← citeshttps://doi.org/10.1109/tci.2025.3572699openalex-snapshot

Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction to ICF Applications

inferred← citeshttps://doi.org/10.1109/tci.2025.3643726openalex-snapshot

High Temporal-Lateral Resolution Photoacoustic Microscopy Imaging With Dual Branch Graph Induced Fusion Network

inferred← citeshttps://doi.org/10.1109/tci.2026.3678407openalex-snapshot

ADOBI: Adaptive Diffusion Bridge for Blind Inverse Problems With Application to MRI Reconstruction

inferred← citeshttps://doi.org/10.1109/tcsi.2025.3584666openalex-snapshot

Hardware Architecture Design for Iterative Reconstruction Algorithms Toward Palm-Size Photoacoustic Tomography

inferred← citeshttps://doi.org/10.1109/tim.2022.3209751openalex-snapshot

Spatial and Temporal Regularized Iterative Deep Neural Network for Non-Stationary Image Reconstruction of Electrical Impedance Tomography

inferred← citeshttps://doi.org/10.1109/tim.2025.3572167openalex-snapshot

Integrating Kolmogorov–Arnold Network and UNet Architecture for Reconstruction of 3-D Electrical Impedance Tomography to Assess the Efficacy of Tumor Treating Fields

inferred← citeshttps://doi.org/10.1109/tip.2021.3120053openalex-snapshot

A Deep Learning-Based Model That Reduces Speed of Sound Aberrations for Improved In Vivo Photoacoustic Imaging

inferred← citeshttps://doi.org/10.1109/tip.2025.3526065openalex-snapshot

Acoustic Resolution Photoacoustic Microscopy Imaging Enhancement: Integration of Group Sparsity With Deep Denoiser Prior

inferred← citeshttps://doi.org/10.1109/tla.2022.9757745openalex-snapshot

A Comparative Study of Time Domain Compressed Sensing Techniques for Optoacoustic Imaging

inferred← citeshttps://doi.org/10.1109/tmi.2018.2815760openalex-snapshot

A Bayesian Approach to Eigenspectra Optoacoustic Tomography

inferred← citeshttps://doi.org/10.1109/tmi.2018.2828303openalex-snapshot

Deep D-Bar: Real-Time Electrical Impedance Tomography Imaging With Deep Neural Networks

inferred← citeshttps://doi.org/10.1109/tmi.2019.2922026openalex-snapshot

A Partially-Learned Algorithm for Joint Photo-acoustic Reconstruction and Segmentation

inferred← citeshttps://doi.org/10.1109/tmi.2019.2928740openalex-snapshot

Simultaneous Photoacoustic Imaging and Cavitation Mapping in Shockwave Lithotripsy

inferred← citeshttps://doi.org/10.1109/tmi.2020.2981835openalex-snapshot

Model-Based Reconstruction of Large Three-Dimensional Optoacoustic Datasets

inferred← citeshttps://doi.org/10.1109/tmi.2020.2986781openalex-snapshot

Deep Learning for Ultrasound Localization Microscopy

inferred← citeshttps://doi.org/10.1109/tmi.2020.2996240openalex-snapshot

Multispectral Interlaced Sparse Sampling Photoacoustic Tomography

inferred← citeshttps://doi.org/10.1109/tmi.2020.3031541openalex-snapshot

Reconstructing Undersampled Photoacoustic Microscopy Images Using Deep Learning

inferred← citeshttps://doi.org/10.1109/tmi.2021.3136461openalex-snapshot

A Model-Based Iterative Learning Approach for Diffuse Optical Tomography

inferred← citeshttps://doi.org/10.1109/tmi.2021.3137060openalex-snapshot

Deep-E: A Fully-Dense Neural Network for Improving the Elevation Resolution in Linear-Array-Based Photoacoustic Tomography.

inferred← citeshttps://doi.org/10.1109/tmi.2022.3158474openalex-snapshot

Deep Learning-Based Photoacoustic Imaging of Vascular Network Through Thick Porous Media

inferred← citeshttps://doi.org/10.1109/tmi.2022.3192072openalex-snapshot

Deep and Domain Transfer Learning Aided Photoacoustic Microscopy: Acoustic Resolution to Optical Resolution

inferred← citeshttps://doi.org/10.1109/tmi.2023.3271390openalex-snapshot

Mitigating the Limited View Problem in Photoacoustic Tomography for a Planar Detection Geometry by Regularized Iterative Reconstruction

inferred← citeshttps://doi.org/10.1109/tmi.2023.3331198openalex-snapshot

Moving Beyond Simulation: Data-Driven Quantitative Photoacoustic Imaging Using Tissue-Mimicking Phantoms

inferred← citeshttps://doi.org/10.1109/tmi.2025.3588789openalex-snapshot

Self-Supervised Upsampling for Reconstructions With Generalized Enhancement in Photoacoustic Computed Tomography

inferred← citeshttps://doi.org/10.1109/tmtt.2024.3439551openalex-snapshot

Deep-Learning-Based Microwave-Induced Thermoacoustic Tomography Applying Realistic Properties of Ultrasound Transducer

showing the first 200 of 337

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.