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06/30/2022
Stain-free, rapid, and quantitative viral plaque assay using deep learning and holography
Plaque assay is the gold standard method for quantifying the concentrati...
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05/07/2022
Deep Learning-enabled Detection and Classification of Bacterial Colonies using a Thin Film Transistor (TFT) Image Sensor
Early detection and identification of pathogenic bacteria such as Escher...
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12/08/2021
Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning
The immunohistochemical (IHC) staining of the human epidermal growth fac...
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12/22/2020
Deep learning-based virtual refocusing of images using an engineered point-spread function
We present a virtual image refocusing method over an extended depth of f...
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07/01/2020
Deep learning-based holographic polarization microscopy
Polarized light microscopy provides high contrast to birefringent specim...
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01/29/2020
Early-detection and classification of live bacteria using time-lapse coherent imaging and deep learning
We present a computational live bacteria detection system that periodica...
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01/31/2019
Three-dimensional propagation and time-reversal of fluorescence images
Unlike holography, fluorescence microscopy lacks an image propagation an...
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03/30/2018
Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue
Histological analysis of tissue samples is one of the most widely used m...
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12/12/2017
Deep learning enhanced mobile-phone microscopy
Mobile-phones have facilitated the creation of field-portable, cost-effe...
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05/12/2017