Staining and Labeling

Learning with limited target data to detect cells in cross-modality images
Deep neural networks have achieved excellent cell or nucleus quantification performance in microscopy images, but they often suffer …
Fuyong Xing, Xinyi Yang, Toby C. Cornish, Debashis Ghosh
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Glomerular protein levels of matrix metalloproteinase-1 and tissue inhibitor of metalloproteinase-1 are lower in diabetic subjects
Matrix metalloproteinases (MMPs) and tissue inhibitors of metalloproteinases (TIMPs) regulate extracellular matrix turnover throughout …
Toby C. Cornish, Serena M. Bagnasco, Anne M. Macgregor, Jie Lu, Elizabeth Selvin, Marc K. Halushka
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Color deconvolution for the analysis of tissue microarrays
OBJECTIVE: To analyze tissue microarrays (TMAs) using color deconvolution, a method for separating component dyes in digital images, …
Toby C. Cornish, Marc K. Halushka
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