- 专利标题: Systems and methods to process electronic images to provide image-based cell group targeting
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申请号: US17391997申请日: 2021-08-02
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公开(公告)号: US11308616B2公开(公告)日: 2022-04-19
- 发明人: Rodrigo Ceballos Lentini , Christopher Kanan , Belma Dogdas
- 申请人: PAIGE.AI, Inc.
- 申请人地址: US NY New York
- 专利权人: PAIGE.AI, Inc.
- 当前专利权人: PAIGE.AI, Inc.
- 当前专利权人地址: US NY New York
- 代理机构: Bookoff McAndrews, PLLC
- 主分类号: G06T7/00
- IPC分类号: G06T7/00 ; G06N20/00 ; G06T7/11 ; G16H50/20 ; G16B40/00 ; G06K9/62
摘要:
Systems and methods are disclosed for grouping cells in a slide image that share a similar target, comprising receiving a digital pathology image corresponding to a tissue specimen, applying a trained machine learning system to the digital pathology image, the trained machine learning system being trained to predict at least one target difference across the tissue specimen, and determining, using the trained machine learning system, one or more predicted clusters, each of the predicted clusters corresponding to a subportion of the tissue specimen associated with a target.
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