ArticleScientific reports2021
Learned spectral decoloring enables photoacoustic oximetry.
Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 1 of them a synthesis that pooled it.
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Who cites it
44 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Noninvasive hemoglobin sensing and imaging: optical tools for disease diagnosis.Journal of biomedical optics · 2022Pooled it
- Improved quantification of photoacoustic biomarkers through residual-based noise masking.Photoacoustics · 2026Article
- The confounding effects of skin colour in photoacoustic imaging.Nature communications · 2026Article
- Functional Imaging for Regenerative Medicine: Tracking Vascularization of Intestinal Scaffolds.Tissue engineering. Part A · 2026Article
- Complementary fluorescence and photoacoustic imaging of tozuleristide in muscle tissue in vitro- toward optically-guided solid tumor surgery: feasibility studies.Scientific reports · 2026Article
- Optical phantoms for the characterization and validation of imaging and spectroscopy: a review.Biophotonics discovery · 2026Review
- Amplified Light Absorption with Nanomaterials for Enhanced Photoacoustic Imaging in Biomedical Research: A Review.Bioengineering (Basel, Switzerland) · 2026Review
- Blood-mimicking dye phantoms for evaluating photoacoustic oximetry accuracy.Photoacoustics · 2026Article
- Custom-designed Verasonics-based multi-wavelength photoacoustic and ultrasound imaging: from technical advances to preclinical applications in cancer.Biomedical optics express · 2025Review
- A Study of Why We Need to Reassess Full Reference Image Quality Assessment with Medical Images.Journal of imaging informatics in medicine · 2025Review
- Artifacts in photoacoustic imaging: Origins and mitigations.Photoacoustics · 2025Article
- Towards bridging the synthetic-to-real gap in quantitative photoacoustic tomography via unsupervised domain adaptation.Photoacoustics · 2025Article
- Depth-dependent fluence compensation withoutJournal of biomedical optics · 2025Article
- Anthropomorphic tissue-mimicking phantoms for oximetry validation in multispectral optical imaging.Journal of biomedical optics · 2025Article
- Automatic photoacoustic monitoring of perinatal brain hypoxia with superior sagittal sinus detection.Journal of biomedical optics · 2025Article
- Photoacoustic imaging for monitoring radiotherapy treatment response in head and neck tumors.Scientific reports · 2025Article
- Guided Multispectral Optoacoustic Tomography for 3D Imaging of the Murine Colon.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Ultrasound-guided photoacoustic image annotation toolkit in MATLAB (PHANTOM) for preclinical applications.Photoacoustics · 2025Article
- Extractor-attention-predictor network for quantitative photoacoustic tomography.Photoacoustics · 2024Article
- Advanced Techniques for Liver Fibrosis Detection: Spectral Photoacoustic Imaging and Superpixel Photoacoustic Unmixing Analysis for Collagen Tracking.Sensors (Basel, Switzerland) · 2024Article
Corrections and comments
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The ability of photoacoustic imaging to measure functional tissue properties, such as blood oxygenation sO[Formula: see text], enables a wide variety of possible applications. sO[Formula: see text] can be computed from the ratio of oxyhemoglobin HbO[Formula: see text] and deoxyhemoglobin Hb, which can be distuinguished by multispectral photoacoustic imaging due to their distinct wavelength-dependent absorption. However, current methods for estimating sO[Formula: see text] yield inaccurate results in realistic settings, due to the unknown and wavelength-dependent influence of the light fluence on the signal. In this work, we propose learned spectral decoloring to enable blood oxygenation measurements to be inferred from multispectral photoacoustic imaging. The method computes sO[Formula: see text] pixel-wise, directly from initial pressure spectra [Formula: see text], which represent initial pressure values at a fixed spatial location [Formula: see text] over all recorded wavelengths [Formula: see text]. The method is compared to linear unmixing approaches, as well as pO[Formula: see text] and blood gas analysis reference measurements. Experimental results suggest that the proposed method is able to obtain sO[Formula: see text] estimates from multispectral photoacoustic measurements in silico, in vitro, and in vivo.
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Registered trials
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