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Updated: Jun 22, 2026

Generating and Analyzing High-Parameter Histology Images with Histoflow Cytometry
Published on: June 21, 2024
Feasibility of digitally stained multimodal confocal mosaics to simulate histopathology
1Sloan Kettering Cancer Center, Dermatology Service, 160 East 53rd Street, New York, New York 10022, USA. dan@dangareau.net
Abstract:
Fluorescence confocal mosaicing microscopy of tissue biopsies stained with acridine orange has been shown to accurately identify tumors and with an overall sensitivity of 96.6% and specificity of 89.2%. However, fluorescence shows only nuclear detail similar to hematoxylin in histopathology and does not show collagen or cytoplasm, which may provide necessary negative contrast information similar to eosin used in histopathology. Reflectance mode contrast is sensitive to collagen and cytoplasm without staining. To further improve sensitivity and specificity, digitally stained confocal mosaics combine confocal fluorescence and reflectance images in a multimodal pseudo-color image to mimic the appearance of histopathology with hematoxylin and eosin and facilitate the introduction of confocal microscopy into the clinical realm.

