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Updated: Dec 2, 2025

High-Speed Ultraviolet Photoacoustic Microscopy for Histological Imaging with Virtual-Staining assisted by Deep Learning
Published on: April 28, 2022
Reflection-mode virtual histology using photoacoustic remote sensing microscopy
Kevan Bell1,2, Saad Abbasi1, Deepak Dinakaran2,3
1Department of Systems Design Engineering, PhotoMedicine Labs, University of Waterloo, E7-6416 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada.
Photoacoustic remote sensing (PARS) offers label-free, non-contact imaging of subcellular structures in various tissues. This novel technique accelerates pathology assessment, reducing delays in clinical disease management.
Area of Science:
- Biomedical Imaging
- Histopathology
- Optical Physics
Background:
- Current histological methods require extensive tissue preparation, causing significant clinical feedback delays (2-3 weeks).
- Bright-field microscopy is standard but labor-intensive and time-consuming.
- Need for rapid, non-invasive imaging techniques in pathology.
Purpose of the Study:
- To comprehensively study the application of photoacoustic remote sensing (PARS) for label-free tissue visualization.
- To assess PARS's capability for rapid assessment of large tissue samples and high-contrast imaging.
- To demonstrate PARS's utility in various histopathological and fresh tissue preparations.
Main Methods:
- Utilized photoacoustic remote sensing (PARS), a reflection-mode imaging modality.
- Employed non-contact visualization of intrinsic endogenous optical absorption contrast.
- Applied PARS to formalin-fixed paraffin-embedded tissues, unstained slides, frozen sections, and fresh tissues.
Main Results:
- PARS visualized salient subcellular structures in diverse human and murine tissues.
- The technique provided rapid assessment (<10 min for >1 cm² samples).
- PARS simulated conventional stains (H&E) and identified pathologies like basal cell carcinoma.
Conclusions:
- PARS is a versatile, label-free imaging modality for histopathology.
- It overcomes limitations of traditional tissue preparation, enabling real-time assessment.
- PARS represents a significant advancement towards a real-time clinical microscope.
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