[HTML][HTML] Deep learning for biomedical photoacoustic imaging: A review

J Gröhl, M Schellenberg, K Dreher, L Maier-Hein - Photoacoustics, 2021 - Elsevier
Photoacoustic imaging (PAI) is a promising emerging imaging modality that enables
spatially resolved imaging of optical tissue properties up to several centimeters deep in …

Deep learning in photoacoustic tomography: current approaches and future directions

A Hauptmann, B Cox - Journal of Biomedical Optics, 2020 - spiedigitallibrary.org
Biomedical photoacoustic tomography, which can provide high-resolution 3D soft tissue
images based on optical absorption, has advanced to the stage at which translation from the …

Overview of ultrasound detection technologies for photoacoustic imaging

R Manwar, K Kratkiewicz, K Avanaki - Micromachines, 2020 - mdpi.com
Ultrasound detection is one of the major components of photoacoustic imaging systems.
Advancement in ultrasound transducer technology has a significant impact on the translation …

[HTML][HTML] Real-time delay-multiply-and-sum beamforming with coherence factor for in vivo clinical photoacoustic imaging of humans

S Jeon, EY Park, W Choi, R Managuli, K jong Lee… - Photoacoustics, 2019 - Elsevier
In the clinical photoacoustic (PA) imaging, ultrasound (US) array transducers are typically
used to provide B-mode images in real-time. To form a B-mode image, delay-and-sum …

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

H Lan, D Jiang, C Yang, F Gao, F Gao - Photoacoustics, 2020 - Elsevier
Conventional reconstruction algorithms (eg, delay-and-sum) used in photoacoustic imaging
(PAI) provide a fast solution while many artifacts remain, especially for limited-view with ill …

Signal and image processing in biomedical photoacoustic imaging: a review

R Manwar, M Zafar, Q Xu - Optics, 2020 - mdpi.com
Photoacoustic imaging (PAI) is a powerful imaging modality that relies on the PA effect. PAI
works on the principle of electromagnetic energy absorption by the exogenous contrast …

Technical considerations in the Verasonics research ultrasound platform for develo** a photoacoustic imaging system

K Kratkiewicz, R Manwar, Y Zhou… - Biomedical Optics …, 2021 - opg.optica.org
Photoacoustic imaging (PAI) is an emerging functional and molecular imaging technology
that has attracted much attention in the past decade. Recently, many researchers have used …

[HTML][HTML] Review of cost reduction methods in photoacoustic computed tomography

A Fatima, K Kratkiewicz, R Manwar, M Zafar, R Zhang… - Photoacoustics, 2019 - Elsevier
Abstract Photoacoustic Computed Tomography (PACT) is a major configuration of
photoacoustic imaging, a hybrid noninvasive modality for both functional and molecular …

[HTML][HTML] Development and characterization of transfontanelle photoacoustic imaging system for detection of intracranial hemorrhages and measurement of brain …

R Manwar, K Kratkiewicz, S Mahmoodkalayeh, A Hariri… - Photoacoustics, 2023 - Elsevier
We have developed and optimized an imaging system to study and improve the detection of
brain hemorrhage and to quantify oxygenation. Since this system is intended to be used for …

Linear-array photoacoustic imaging using minimum variance-based delay multiply and sum adaptive beamforming algorithm

M Mozaffarzadeh, A Mahloojifar… - … of biomedical optics, 2018 - spiedigitallibrary.org
In photoacoustic imaging, delay-and-sum (DAS) beamformer is a common beamforming
algorithm having a simple implementation. However, it results in a poor resolution and high …