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Deep learning-assisted reconstruction of Raman speckle images transmitted through biological tissues

Precise delineation of tumor tissues during surgery is hindered by the strong scattering and absorption of photons in biological tissues, which obscure molecular imaging signals and hinder intraoperative navigation. Raman bioimaging using Surface-Enhanced Raman Scattering (SERS) nanoprobes offers hi...

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Autori principali: Haoqiang Xie, Erjia Wang, Zhouzhou Bao, Zhou Chen, Linley Li Lin, Jian Ye
Natura: Artigo
Lingua:Inglês
Pubblicazione: World Scientific Publishing 2026-07-01
Serie:Journal of Innovative Optical Health Sciences
Soggetti:
Raman imaging
speckle reconstruction
deep learning
U-Net
Accesso online:https://www.worldscientific.com/doi/10.1142/S1793545826400080
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