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Current Landscape of Advanced Imaging Tools for Pathology Diagnostics
Tanishq Mathew Abraham1, Richard Levenson2
1Department of Biomedical Engineering, University of California, Davis, Davis, California.
Emerging slide-free microscopy and multiomics techniques, aided by artificial intelligence, offer faster, more detailed histopathology. These innovations promise to modernize traditional methods for improved medical applications.
Area of Science:
- Histopathology and advanced imaging technologies.
Background:
- Conventional histopathology workflows are slow, labor-intensive, and limited to 2D imaging.
- Emerging technologies aim to accelerate and enhance traditional histopathology processes.
Purpose of the Study:
- To review enabling technology platforms for modernizing histopathology.
- To discuss the potential impact of these advances on medical applications.
Main Methods:
- Slide-free microscopy (confocal, multiphoton, UV surface excitation, fluorescence-imitating brightfield).
- Multiomics profiling (imaging mass spectrometry, Raman spectroscopy).
- Artificial intelligence for virtual staining and workflow integration.
Main Results:
- Slide-free microscopy enables rapid imaging of fresh tissues, overcoming delays.
- New methods support intraoperative margin assessment and 3D histopathology.
- Multiomics provide detailed molecular maps, though clinical translation is pending.
- AI facilitates adoption by creating synthetic images and aiding workflows.
Conclusions:
- Emerging technologies have the potential to significantly modernize histopathology.
- AI-assisted workflows will ease the transition to new imaging modalities.
- Further validation of these advances may transform histopathology for 21st-century medicine.
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