AI-Assisted Coherent Raman Scattering Microscopy for Clinical Translation

Coherent Raman scattering (CRS) microscopy has emerged as a powerful bioimaging tool, combining bond-specific contrast with high sensitivity, to enable rapid histopathology and metabolic analysis. Yet, clinical translation demands further breakthroughs in acquisition speed, spatial/spectral resolution, imaging depth, and data interpretation. While hardware advances address some constraints, artificial intelligence (AI) now propels the field forward by decoding biological complexity beyond traditional limits. This review summarizes representative clinical applications of CRS microscopy, highlighting how AI-driven innovations are bridging technological gaps and accelerating deployment in medical diagnostics and research.

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Publication Details

Journal
Chemical & Biomedical Imaging
Published
2026-01-07
DOI
https://doi.org/10.1021/cbmi.5c00199
Primary Topic
Spectroscopy Techniques in Biomedical and Chemical Research
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-Assisted Coherent Raman Scattering Microscopy for Clinical Translation

Kuan Luo, Yue Yu, Yuheng Guo, Minbiao Ji
Chemical & Biomedical Imaging
Spectroscopy Techniques in Biomedical and Chemical Research
article

AI-Assisted Coherent Raman Scattering Microscopy for Clinical Translation

Kuan Luo, Yue Yu, Yuheng Guo, Minbiao Ji
article en

Abstract

Coherent Raman scattering (CRS) microscopy has emerged as a powerful bioimaging tool, combining bond-specific contrast with high sensitivity, to enable rapid histopathology and metabolic analysis. Yet, clinical translation demands further breakthroughs in acquisition speed, spatial/spectral resolution, imaging depth, and data interpretation. While hardware advances address some constraints, artificial intelligence (AI) now propels the field forward by decoding biological complexity beyond traditional limits. This review summarizes representative clinical applications of CRS microscopy, highlighting how AI-driven innovations are bridging technological gaps and accelerating deployment in medical diagnostics and research.

Chemical & Biomedical Imaging
Fudan University (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 96%
Spectroscopy Techniques in Biomedical and Chemical Research
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