发明名称 |
SYSTEMS AND METHODS FOR DETECTION OF BIOLOGICAL STRUCTURES AND/OR PATTERNS IN IMAGES |
摘要 |
The subject disclosure presents systems and computer-implemented methods for automatic immune cell detection that is of assistance in clinical immune profile studies. The automatic immune cell detection method involves retrieving a plurality of image channels from a multi-channel image such as an RGB image or biologically meaningful unmixed image. A cell detector is trained to identify the immune cells by a convolutional neural network in one or multiple image channels. Further, the automatic immune cell detection algorithm involves utilizing a non-maximum suppression algorithm to obtain the immune cell coordinates from a probability map of immune cell presence possibility generated from the convolutional neural network classifier. |
申请公布号 |
EP3146463(A1) |
申请公布日期 |
2017.03.29 |
申请号 |
EP20150726893 |
申请日期 |
2015.05.21 |
申请人 |
Ventana Medical Systems, Inc. |
发明人 |
CHEN, Ting;CHEFD´HOTEL, Christophe |
分类号 |
G06K9/00 |
主分类号 |
G06K9/00 |
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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