[HTML][HTML] Review of deep learning for photoacoustic imaging

C Yang, H Lan, F Gao, F Gao - Photoacoustics, 2021 - Elsevier
Abstract Machine learning has been developed dramatically and witnessed a lot of
applications in various fields over the past few years. This boom originated in 2009, when a …

Another decade of photoacoustic imaging

D Das, A Sharma, P Rajendran… - Physics in Medicine & …, 2021 - iopscience.iop.org
Photoacoustic imaging—a hybrid biomedical imaging modality finding its way to clinical
practices. Although the photoacoustic phenomenon was known more than a century back …

[HTML][HTML] Photoacoustic imaging for investigating tumor hypoxia: a strategic assessment

D Nasri, R Manwar, A Kaushik, EE Er, K Avanaki - Theranostics, 2023 - ncbi.nlm.nih.gov
Hypoxia causes the expression of signaling molecules which regulate cell division, lead to
angiogenesis, and further, in the tumor microenvironment, promote resistance to …

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 developing 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] Photoacoustic imaging for monitoring of stroke diseases: A review

X Yang, YH Chen, F Xia, M Sawan - Photoacoustics, 2021 - Elsevier
Stroke is the leading cause of death and disability after ischemic heart disease. However,
there is lacking a non-invasive long-time monitoring technique for stroke diagnosis and …

[HTML][HTML] Niche preclinical and clinical applications of photoacoustic imaging with endogenous contrast

S John, S Hester, M Basij, A Paul, M Xavierselvan… - Photoacoustics, 2023 - Elsevier
In the past decade, photoacoustic (PA) imaging has attracted a great deal of popularity as an
emergent diagnostic technology owing to its successful demonstration in both preclinical …

[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 …

Deep learning in photoacoustic imaging: a review

H Deng, H Qiao, Q Dai, C Ma - Journal of Biomedical Optics, 2021 - spiedigitallibrary.org
Significance: Photoacoustic (PA) imaging can provide structural, functional, and molecular
information for preclinical and clinical studies. For PA imaging (PAI), non-ideal signal …

Enhanced resolution and sensitivity acoustic-resolution photoacoustic microscopy with semi/unsupervised GANs

TD Le, JJ Min, C Lee - Scientific Reports, 2023 - nature.com
Acoustic-resolution photoacoustic microscopy (AR-PAM) enables visualization of biological
tissues at depths of several millimeters with superior optical absorption contrast. However …