发明名称 |
EPITHELIAL LAYER DETECTOR AND RELATED METHODS |
摘要 |
<p>An epithelial detector and method for automatically identifying epithelial portions of a tissue sample, includes: staining the tissue sample with at least two dyes; applying a color transformation to a color image of the tissue sample to obtain one or more color channels; and applying a trained convolutional neural network to the color channels to obtain a decision for position in the tissue as to whether it is inside or outside an epithelial layer. Also, a method for training the convolutional neural network.</p> |
申请公布号 |
EP2257636(A2) |
申请公布日期 |
2010.12.08 |
申请号 |
EP20090774493 |
申请日期 |
2009.07.02 |
申请人 |
NEC LABORATORIES AMERICA, INC. |
发明人 |
MALON, CHRISTOPHER;MILLER, MATTHEW, L. |
分类号 |
C12Q1/04;G01N33/52;G06K9/00;G06K9/20;G06K9/46 |
主分类号 |
C12Q1/04 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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