ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026
Photoacoustic Microscopy for Multiscale Biological System Visualization and Clinical Translation.
Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
8 citing papers in PubMed.
- Photoacoustic-ultrasound endoscopy for assessment of rectal cancer treatment response: A prospective study with T2-weighted MRI radiomics comparison.Photoacoustics · 2026Article
- Can Photoacoustic Imaging Provide a Sensitive Marker for Early Detection of Diabetic Nephropathy.Journal of biophotonics · 2026Article
- Multispectral photoacoustic microscopy and NIR-II fluorescence imaging of TREM2-positive microglia in Aβ-driven Alzheimer's pathogenesis.Fundamental research · 2026Article
- Mapping the research landscape of photoacoustic imaging in breast cancer: a text-based bibliometric analysis.Gland surgery · 2026Article
- [Dual-wavelength photoacoustic microscopy for evaluation of microcirculatory dysfunction and spatial heterogeneity in mice with liver fibrosis].Nan fang yi ke da xue xue bao = Journal of Southern Medical University · 2026Article
- Photoacoustic Imaging for Women's Gynecological Health: Advances and Clinical Prospects.Bioengineering (Basel, Switzerland) · 2026Review
- Photoacoustic Microscopy for Multiscale Biological System Visualization and Clinical Translation.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- From algorithms to clinical execution: A cross-validated knowledge atlas of AI-enabled precision care (2015-2025).Digital healthArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Photoacoustic microscopy (PAM) has emerged as a versatile modality in biomedical research, notable for its noninvasively, high spatial resolution, and superior optical contrast. Compared with pure optical imaging techniques, PAM leverages weakly scattered ultrasonic signals for image formation, thereby achieving high-resolution visualization of deep tissues. This review provides a comprehensive synthesis of recent advancements in PAM, encompassing technological innovations, organ-specific applications, and emerging pathways toward clinical translation. This discussion starts by exploring the fundamental physical principles of PAM and elaborates on the enhanced performance achieved through significant advancements in high-speed scanners, array transducers, artificial intelligence-enhanced algorithms, and molecular agents. Pioneering applications in single‑cell analysis, hepatic microcirculation characterization, renal clearance monitoring, tumor metastasis detection, and neuroscientific discovery are surveyed to demonstrate PAM's ability. Prospective clinical uses, including intraoperative guidance and point‑of‑care diagnostics, are considered alongside persistent limitations, notably limited penetration depth and multispectral imaging speed. Future advancements are expected to hinge on multimodal integration, deeper integration of artificial intelligence, and the development of standardized protocols to accelerate clinical implementation. Ultimately, this review offers a forward-looking perspective aimed at accelerating the translation of PAM from a laboratory tool to a clinical mainstay in the era of precision medicine.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.