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Deep learning-based transformation of the H E stain into special stains improves kidney disease diagnosis
Pathology is practiced by visual inspection of histochemically stained s...
08/20/2020 ∙ by Kevin de Haan, et al. ∙
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Deep learning-based holographic polarization microscopy
Polarized light microscopy provides high contrast to birefringent specim...
07/01/2020 ∙ by Tairan Liu, et al. ∙
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Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue
Histological staining is a vital step used to diagnose various diseases ...
01/20/2020 ∙ by Yijie Zhang, et al. ∙
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Deep learning-based color holographic microscopy
We report a framework based on a generative adversarial network (GAN) th...
07/15/2019 ∙ by Tairan Liu, et al. ∙
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Resolution enhancement in scanning electron microscopy using deep learning
We report resolution enhancement in scanning electron microscopy (SEM) i...
01/30/2019 ∙ by Kevin de Haan, et al. ∙
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Cross-modality deep learning brings bright-field microscopy contrast to holography
Deep learning brings bright-field microscopy contrast to holographic ima...
11/17/2018 ∙ by Yichen Wu, et al. ∙
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Deep learning-based super-resolution in coherent imaging systems
We present a deep learning framework based on a generative adversarial n...
10/15/2018 ∙ by Tairan Liu, et al. ∙
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