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Updated: Apr 26, 2026

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Automated Slide Scanning and Segmentation in Fluorescently-labeled Tissues Using a Widefield High-content Analysis System
Published on: May 3, 2018
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Digitizing microscope slide-based natural history collections: A protocol using slide scanner technology.
Ingrid C Romero1,2, Scott L Wing1, Carlos A Jaramillo2
1Department of Paleobiology, Smithsonian National Museum of Natural History, Washington, District of Columbia, United States of America.
Plos One
|April 24, 2026
Summary
Digitizing natural history microscope slides with advanced scanners preserves biodiversity data. This protocol optimizes high-resolution imaging for millions of specimens, safeguarding them for future research.
Area of Science:
- Biodiversity research
- Digital specimen preservation
- Natural history collections
Background:
- Millions of microscope slides in natural history collections are undigitized, risking data loss and deterioration.
- Microscopic biodiversity documentation is crucial but limited by current accessibility.
- Advances in slide scanner technology present opportunities for large-scale digitization.
Purpose of the Study:
- To present an optimized protocol for digitizing diverse microscope slide specimens using the Hamamatsu NanoZoomer S20.
- To provide specimen-specific recommendations for scanning parameters and file management.
- To enable comprehensive digitization of slide-based collections for research and preservation.
Main Methods:
- Utilized the Hamamatsu NanoZoomer S20 slide scanner for digitizing various specimens.
- Developed specimen-specific recommendations for scan area, focal points, and Z-stack configuration.
- Implemented file management workflows for compressed file sizes ranging from 0.15-28 GB.
Main Results:
- Achieved high-resolution images (0.23 μm/pixel) capturing diagnostic features across pollen, diatoms, radiolarians, tissues, and invertebrates.
- Scanning times varied from 41 seconds to 18 minutes per slide.
- Estimated the Smithsonian NMNH's paleo-palynology collection alone contains ~4.3 billion specimens.
Conclusions:
- Slide scanning facilitates 3D data capture, remote collaboration, and reproducible taxonomic identification.
- Digitization creates permanent digital records, mitigating risks of physical specimen deterioration.
- The protocol offers practical guidance for institutions to unlock the research potential of slide collections.

