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05/22/2023
Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems
Uncertainty estimation is critical for numerous applications of deep neu...
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11/13/2022
Deep Learning-enabled Virtual Histological Staining of Biological Samples
Histological staining is the gold standard for tissue examination in cli...
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08/30/2022
Virtual impactor-based label-free bio-aerosol detection using holography and deep learning
Exposure to bio-aerosols such as mold spores and pollen can lead to adve...
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07/14/2022
Virtual stain transfer in histology via cascaded deep neural networks
Pathological diagnosis relies on the visual inspection of histologically...
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07/06/2022
Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks
Deep learning-based virtual staining was developed to introduce image co...
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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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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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03/04/2021
Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data
Optical Coherence Tomography (OCT) is a widely used non-invasive biomedi...
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11/14/2020
Opponent Learning Awareness and Modelling in Multi-Objective Normal Form Games
Many real-world multi-agent interactions consider multiple distinct crit...
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08/20/2020
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...
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01/20/2020
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 ...
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01/17/2020
A utility-based analysis of equilibria in multi-objective normal form games
In multi-objective multi-agent systems (MOMAS), agents explicitly consid...
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11/03/2018