Automated epithelial nuclei segmentation for computational disease detection algorithms
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United States of America Patent
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Apr 18, 2017
Grant Date -
Jun 18, 2015
app pub date -
Dec 12, 2014
filing date -
Dec 12, 2013
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Abstract
In aspects, the subject innovation can comprise systems and methods capable of automatically labeling cell nuclei (e.g., epithelial nuclei) in tissue images containing multiple cell types. The enhancements to standard nuclei segmentation algorithms of the subject innovation can enable cell type specific analysis of nuclei, which has recently been shown to reveal novel disease biomarkers and improve diagnostic accuracy of computational disease classification models.
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