公开(公告)号：US11935634B2

公开(公告)日：2024-03-19

申请号：US15690721

申请日：2017-08-30

Applicant: Google LLC

Inventor： Alexander Mossin ,  Alvin Rajkomar ,  Eyal Oren ,  James Wilson ,  James Wexler ,  Patrik Sundberg ,  Andrew Dai ,  Yingwei Cui ,  Gregory Corrado ,  Hector Yee ,  Jacob Marcus ,  Jeffrey Dean ,  Benjamin Irvine ,  Kai Chen ,  Kun Zhang ,  Michaela Hardt ,  Xiaomi Sun ,  Nissan Hajaj ,  Peter Junteng Liu ,  Quoc Le ,  Xiaobing Liu ,  Yi Zhang

IPC: G06N3/08 ,  G06N3/044 ,  G06N3/045 ,  G16H10/60 ,  G16H15/00 ,  G16H50/30 ,  G16H50/20

CPC classification number: G16H10/60 ,  G06N3/044 ,  G06N3/045 ,  G06N3/08 ,  G16H15/00 ,  G16H50/30 ,  G16H50/20

Abstract: A system for predicting and summarizing medical events from electronic health records includes a computer memory storing aggregated electronic health records from a multitude of patients of diverse age, health conditions, and demographics including medications, laboratory values, diagnoses, vital signs, and medical notes. The aggregated electronic health records are converted into a single standardized data structure format and ordered arrangement per patient, e.g., into a chronological order. A computer (or computer system) executes one or more deep learning models trained on the aggregated health records to predict one or more future clinical events and summarize pertinent past medical events related to the predicted events on an input electronic health record of a patient having the standardized data structure format and ordered into a chronological order. An electronic device configured with a healthcare provider-facing interface displays the predicted one or more future clinical events and the pertinent past medical events of the patient.

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：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：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.