Google Inc.

James Wexler

Martin Miles Wattenberg

Daniel Adam Gundrum

Daniel Smilkov

Jeffrey Adgate Dean

Kai Chen

Quoc V Le

Yi Zhang

Kun Zhang

James Wilson

Gregory Sean Corrado

Yingwei Cui

Andrew M Dai

Nissan Hajaj

Alvin Rishi Rajkomar

Peter Junteng Liu

Fernanda Bertini Viégas

Eyal Oren

Benjamin Irvine

Patrik Sundberg

Hector Yee

Michaela Hardt

Xiaomi Sun

Xiaobing Liu

Jacob Marcus

Alexander Mossin

Gerardo Flores

Kurt Litsch

Gavin Duggan

Fernanda Viégas

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.

Generating charts from data in a data table

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.

System and method for predicting and summarizing medical events from electronic health records

A method for generating a chart suggestion list using data present in a data table includes parsing cells of the data table to identify one or more columns and one or more data types of the cells, performing a statistical analysis of the one or more columns to obtain one or more statistics about the one or more columns, and creating one or more suggested charts based on the one or more statistics about the one or more columns and the one or more data types of the cells. 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.

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Mountain View, CA, United States of America

James Wexler