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Updated: Jul 30, 2025

Lensfree On-chip Tomographic Microscopy Employing Multi-angle Illumination and Pixel Super-resolution
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Contrastive Adversarial Learning for Endomicroscopy Imaging Super-Resolution

Chuyan Zhang, Yun Gu, Guang-Zhong Yang

    IEEE Journal of Biomedical and Health Informatics
    |May 12, 2023
    PubMed
    Summary

    This study introduces a novel unsupervised Super-Resolution (SR) method for endomicroscopy, significantly improving image resolution without ground truth data. The SCGAN model achieves state-of-the-art performance, enhancing real-time optical biopsy capabilities.

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