Implementation of a portable diffraction phase microscope for digital histopathology
Nurbolat Aimakov1, Eunjung Min2, Sungbea Ban1
1Department of Biomedical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.
Journal of Biophotonics
|February 15, 2024
Summary
A portable diffraction phase microscopy (DPM) system offers unstained, quantitative phase imaging for histopathology. This compact DPM system provides comparable performance to benchtop systems and enables virtual staining via deep learning.
Area of Science:
- Biomedical optics
- Digital pathology
- Quantitative phase imaging
Background:
- Quantitative phase imaging (QPI) offers label-free visualization of biological tissues, crucial for histopathology.
- Developing compact and portable QPI systems enhances accessibility for diverse research applications.
- Diffraction phase microscopy (DPM) is a QPI technique that captures phase shifts to visualize unstained biological structures.
Discussion:
- The developed portable DPM system successfully acquired phase map images from various mouse organs using a low-NA objective lens.
- Image analysis revealed that structures in portable DPM are comparable to conventional stained histology.
- The system's performance was validated against a conventional benchtop DPM system, demonstrating comparable results.
Key Insights:
- A portable DPM system provides high-quality, label-free imaging for histopathology.
- The portable DPM system achieves performance comparable to established benchtop systems.
- Deep learning can be applied to DPM images for virtual staining, enhancing digital pathology workflows.
Outlook:
- Further development of portable DPM systems can increase accessibility in biological research and clinical diagnostics.
- Integration of AI-powered virtual staining holds potential for streamlined histopathological analysis.
- This technology could reduce the reliance on traditional staining methods, saving time and resources.
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