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Updated: Sep 6, 2025

Automated Slide Scanning and Segmentation in Fluorescently-labeled Tissues Using a Widefield High-content Analysis System
Published on: May 3, 2018
Rapid slide-free and non-destructive histological imaging using wide-field optical-sectioning microscopy
Yan Zhang1, Lei Kang1, Claudia T K Lo1
1Translational and Advanced Bioimaging Laboratory, Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong, China.
Histopathology is slow for surgical margin assessment. A new High-and-Low-frequency (HiLo) microscopy method rapidly images fresh tissues, offering real-time feedback for intraoperative decisions.
Area of Science:
- Medical Imaging
- Pathology
- Microscopy
Background:
- Histopathology of formalin-fixed, paraffin-embedded tissues is the standard for surgical margin assessment (SMA).
- Current pathological practices are time-consuming and do not provide intraoperative guidance to surgeons.
- There is a need for rapid, non-destructive imaging methods for real-time SMA.
Purpose of the Study:
- To introduce a practical, low-cost histological imaging method for rapid surgical margin assessment.
- To evaluate the potential of High-and-Low-frequency (HiLo) microscopy as an intraoperative SMA tool.
- To demonstrate HiLo microscopy's capability in identifying diagnostic features of specific cancer subtypes.
Main Methods:
- Development and application of wide-field optical-sectioning microscopy (HiLo microscopy).
- Rapid, non-destructive imaging of freshly-excised human tissues at 5 cm²/min.
- Analysis of cellular and surface features for diagnostic accuracy.
Main Results:
- HiLo microscopy achieved high-speed (5 cm²/min) and high-resolution (1.3 µm lateral, 5.8 µm axial) imaging of fresh tissues.
- The method successfully extracted diagnostic features for lung adenocarcinoma and hepatocellular carcinoma subtypes.
- Generated surface and cellular images comparable to the clinical standard were obtained.
Conclusions:
- HiLo microscopy offers a rapid and non-destructive approach for surgical margin assessment.
- This technique provides immediate feedback, aiding intraoperative decision-making for surgeons and pathologists.
- HiLo microscopy shows significant potential for clinical translation to enhance cancer diagnosis and patient care.
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