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    PROCESSING CELL IMAGES USING NEURAL NETWORKS
    2.
    发明申请
    PROCESSING CELL IMAGES USING NEURAL NETWORKS 有权

    公开(公告)号：US20170249548A1

    公开(公告)日：2017-08-31

    申请号：US15055446

    申请日：2016-02-26

    Applicant: Google Inc.

    Inventor： Philip Charles Nelson ,  Eric Martin Christiansen ,  Marc Berndl ,  Michael Frumkin

    IPC: G06N3/08 ,  G06T7/60

    CPC classification number: G06N3/08 ,  G06K9/00127 ,  G06N3/02 ,  G06N3/0454 ,  G06T7/60 ,  G06T2207/20084

    Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for processing cell images using neural networks. One of the methods includes obtaining data comprising an input image of one or more biological cells illuminated with an optical microscopy technique; processing the data using a stained cell neural network; and processing the one or more stained cell images using a cell characteristic neural network, wherein the cell characteristic neural network has been configured through training to receive the one or more stained cell images and to process the one or more stained cell images to generate a cell characteristic output that characterizes features of the biological cells that are stained in the one or more stained cell images.

    PRESENTING SEARCH RESULT INFORMATION
    3.
    发明申请
    PRESENTING SEARCH RESULT INFORMATION 有权
    提供搜索结果信息

    公开(公告)号：US20160154804A1

    公开(公告)日：2016-06-02

    申请号：US15016444

    申请日：2016-02-05

    Applicant: Google Inc.

    Inventor： Michael Frumkin ,  Benedict A. Gomes ,  Christopher Rohrs ,  Shashi Seth ,  Avni Stocky ,  Bay-Wei Chang ,  Xiangtian Dai ,  Kushal Dave ,  Paul Fontes

    IPC: G06F17/30 ,  G06F3/0484

    CPC classification number: G06F17/3053 ,  G06F3/0484 ,  G06F17/30554 ,  G06F17/30864

    Abstract: A method of presenting computer-generated search result information can include receiving a search request from a client computer; identifying a plurality of search results responsive to the search request; ranking the plurality of search results using content in one or more web notebooks; and providing the ranked plurality of search results for presentation in the client computer. Using the content can include determining whether at least one of a title, a heading, clipped content, metadata or a user-annotation in at least one web notebook relates to the search request and, if so, increasing a ranking of at least one search result referenced by the at least one web notebook.

    Abstract translation: 呈现计算机生成的搜索结果信息的方法可以包括从客户端计算机接收搜索请求; 响应于所述搜索请求识别多个搜索结果; 使用一个或多个网络笔记本中的内容对多个搜索结果进行排序; 并提供排列的多个搜索结果以在客户端计算机中呈现。 使用内容可以包括确定至少一个web笔记本中的标题，标题，裁剪的内容，元数据或用户注释中的至少一个是否与搜索请求相关联，并且如果是，则增加至少一个搜索的排名 由至少一个web笔记本引用的结果。

    Sharing and using search results
    5.
    发明授权
    Sharing and using search results 有权
    共享和使用搜索结果

    公开(公告)号：US09031945B1

    公开(公告)日：2015-05-12

    申请号：US13863007

    申请日：2013-04-15

    Applicant: Google Inc.

    Inventor： Shumeet Baluja ,  Michael Frumkin

    IPC: G06F17/30

    CPC classification number: G06F17/30867 ,  G06F17/30693

    Abstract: A system receives a search query from a user and searches a corpus of documents using the received search query to determine a set of search results. The system provides the set of search results to the user and receives a request from the user to save one or more selected search results of the set of search results. The system saves the selected one or more results in a database in response to the request and uses the saved one or more results as indicators of search result quality for subsequent related searches.

    Abstract translation: 系统从用户接收搜索查询，并使用接收的搜索查询来搜索文档的语料库以确定一组搜索结果。 该系统向用户提供一组搜索结果，并接收来自用户的请求以保存该组搜索结果的一个或多个所选搜索结果。 该系统响应该请求将所选择的一个或多个结果保存在数据库中，并使用保存的一个或多个结果作为后续相关搜索的搜索结果质量的指标。

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