公开(公告)号：US11379516B2

公开(公告)日：2022-07-05

申请号：US16978102

申请日：2018-03-29

Applicant: GOOGLE LLC

Inventor： Lily Peng ,  Martin Stumpe ,  Daniel Smilkov ,  Jason Hipp

IPC: G06F16/532 ,  G06F16/55 ,  G06F16/583 ,  G06F16/538 ,  G06F16/2457 ,  G16H30/20 ,  G16H50/20 ,  G06K9/62 ,  G06V10/75

Abstract: A system for searching for similar medical images includes a reference library in the form of a multitude of medical images, at least some of which are associated with metadata including clinical information relating to the specimen or patient associated with the medical images. A computer system is configured as a search tool for receiving an input image query from a user. The computer system is trained to find one or more similar medical images in the reference library system which are similar to the input image. The reference library is represented as an embedding of each of the medical images projected in a feature space having a plurality of axes, wherein the embedding is characterized by two aspects of a similarity ranking: (1) visual similarity, and (2) semantic similarity such that neighboring images in the feature space are visually similar and semantic information is represented by the axes of the feature space. The computer system supports additional queries from a user to thereby further refine a search for medical images similar to the input image within a search space consisting of the one or more similar medical images.

公开(公告)号：US12112123B2

公开(公告)日：2024-10-08

申请号：US18217436

申请日：2023-06-30

Applicant: Google LLC

Inventor： Fernanda Viégas ,  Martin Wattenberg ,  Daniel Smilkov ,  James Wexler ,  Daniel Gundrum

IPC: G06F40/00 ,  G06F3/0482 ,  G06F16/22 ,  G06F16/248 ,  G06F40/177 ,  G06F40/18 ,  G06F40/216 ,  G06T11/20

CPC classification number: G06F40/18 ,  G06F3/0482 ,  G06F16/2282 ,  G06F16/248 ,  G06F40/177 ,  G06F40/216 ,  G06T11/206

Abstract: A method for generating a chart suggestion list using data present in a data table includes providing the data table, one or more data types of a plurality of cells of the data table and one or more statistics pertaining to the plurality of cells as input to a machine learning model to obtain one or more outputs indicating one or more chart types for the data table, and creating one or more suggested charts based on the indicated chart types. Each of the one or more suggested charts represents at least a subset of the data in the data table. The method also includes generating a chart suggestion list including at least one of the one or more suggested charts.

公开(公告)号：US11694024B2

公开(公告)日：2023-07-04

申请号：US17403830

申请日：2021-08-16

Applicant: Google LLC

Inventor： Fernanda Viégas ,  Martin Wattenberg ,  Daniel Smilkov ,  James Wexler ,  Daniel Gundrum

IPC: G06F40/18 ,  G06F16/248 ,  G06F16/22 ,  G06F40/177 ,  G06F40/216 ,  G06F3/0482 ,  G06T11/20

CPC classification number: G06F40/18 ,  G06F3/0482 ,  G06F16/2282 ,  G06F16/248 ,  G06F40/177 ,  G06F40/216 ,  G06T11/206

Abstract: A method for generating a chart suggestion list using data present in a data table includes providing the data table, one or more data types of a plurality of cells of the data table and one or more statistics pertaining to the plurality of cells as input to a machine learning model to obtain one or more outputs indicating one or more chart types for the data table, and creating one or more suggested charts based on the indicated chart types. Each of the one or more suggested charts represents at least a subset of the data in the data table. The method also includes generating a chart suggestion list including at least one of the one or more suggested charts.

公开(公告)号：US20240005091A1

公开(公告)日：2024-01-04

申请号：US18217436

申请日：2023-06-30

Applicant: Google LLC

Inventor： Fernanda Viégas ,  Martin Wattenberg ,  Daniel Smilkov ,  James Wexler ,  Daniel Gundrum

IPC: G06F40/18 ,  G06F16/248 ,  G06F16/22 ,  G06F40/177 ,  G06F40/216 ,  G06F3/0482 ,  G06T11/20

CPC classification number: G06F40/18 ,  G06F16/248 ,  G06F16/2282 ,  G06F40/177 ,  G06F40/216 ,  G06F3/0482 ,  G06T11/206

Abstract: A method for generating a chart suggestion list using data present in a data table includes providing the data table, one or more data types of a plurality of cells of the data table and one or more statistics pertaining to the plurality of cells as input to a machine learning model to obtain one or more outputs indicating one or more chart types for the data table, and creating one or more suggested charts based on the indicated chart types. Each of the one or more suggested charts represents at least a subset of the data in the data table. The method also includes generating a chart suggestion list including at least one of the one or more suggested charts.

公开(公告)号：US20210374332A1

公开(公告)日：2021-12-02

申请号：US17403830

申请日：2021-08-16

Applicant: Google LLC

Inventor： Fernanda Viégas ,  Martin Wattenberg ,  Daniel Smilkov ,  James Wexler ,  Daniel Gundrum

IPC: G06F40/18 ,  G06F16/248 ,  G06F16/22 ,  G06F40/177 ,  G06F40/216 ,  G06F3/0482 ,  G06T11/20

Abstract: A method for generating a chart suggestion list using data present in a data table includes providing the data table, one or more data types of a plurality of cells of the data table and one or more statistics pertaining to the plurality of cells as input to a machine learning model to obtain one or more outputs indicating one or more chart types for the data table, and creating one or more suggested charts based on the indicated chart types. Each of the one or more suggested charts represents at least a subset of the data in the data table. The method also includes generating a chart suggestion list including at least one of the one or more suggested charts.