A practical guide for model-based reconstruction in optoacoustic imaging

XL Deán-Ben, D Razansky - Frontiers in Physics, 2022 - frontiersin.org
Optoacoustic (OA, photoacoustic) imaging capitalizes on the low scattering of ultrasound
within biological tissues to provide optical absorption-based contrast with high resolution at …

Fully dense UNet for 2-D sparse photoacoustic tomography artifact removal

S Guan, AA Khan, S Sikdar… - IEEE journal of …, 2019 - ieeexplore.ieee.org
Photoacoustic imaging is an emerging imaging modality that is based upon the
photoacoustic effect. In photoacoustic tomography (PAT), the induced acoustic pressure …

Enhanced medical diagnosis for dOCTors: a perspective of optical coherence tomography

R Leitgeb, F Placzek, E Rank, L Krainz… - Journal of …, 2021 - spiedigitallibrary.org
Significance: After three decades, more than 75,000 publications, tens of companies being
involved in its commercialization, and a global market perspective of about USD 1.5 billion …

Deep learning for photoacoustic tomography from sparse data

S Antholzer, M Haltmeier, J Schwab - Inverse problems in science …, 2019 - Taylor & Francis
The development of fast and accurate image reconstruction algorithms is a central aspect of
computed tomography. In this paper, we investigate this issue for the sparse data problem in …

A partially-learned algorithm for joint photo-acoustic reconstruction and segmentation

YE Boink, S Manohar, C Brune - IEEE transactions on medical …, 2019 - ieeexplore.ieee.org
In an inhomogeneously illuminated photoacoustic image, important information like vascular
geometry is not readily available, when only the initial pressure is reconstructed. To obtain …

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

H Lan, L Huang, X Wei, Z Li, J Lv, C Ma, L Nie, J Luo - Neural Networks, 2024 - Elsevier
Accurate image reconstruction is crucial for photoacoustic (PA) computed tomography
(PACT). Recently, deep learning has been used to reconstruct PA images with a supervised …

Photoacoustic imaging in tissue engineering and regenerative medicine

B Shrestha, F DeLuna, MA Anastasio… - … Engineering Part B …, 2020 - liebertpub.com
Several imaging modalities are available for investigation of the morphological, functional,
and molecular features of engineered tissues in small animal models. While research in …

Broadband model‐based optoacoustic mesoscopy enables deep‐tissue imaging beyond the acoustic diffraction limit

W Li, UAT Hofmann, J Rebling, Q Zhou… - Laser & Photonics …, 2022 - Wiley Online Library
Optoacoustic mesoscopy (OAM) retrieves anatomical and functional contrast in vivo at
depths not resolvable with optical microscopy. Recent progress on reconstruction algorithms …

On regularization via frame decompositions with applications in tomography

S Hubmer, R Ramlau, L Weissinger - Inverse Problems, 2022 - iopscience.iop.org
In this paper, we consider linear ill-posed problems in Hilbert spaces and their regularization
via frame decompositions, which are generalizations of the singular-value decomposition. In …

[HTML][HTML] A nonlinear multigrid method for the parameter identification problem of partial differential equations with constraints

T Liu, J Yu, Y Zheng, C Liu, Y Yang, Y Qi - Mathematics, 2022 - mdpi.com
In this paper, we consider the parameter identification problem of partial differential
equations with constraints. A nonlinear multigrid method is introduced to the process of …