Google Inc.

Xiaomi Sun

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

Benjamin Irvine

Eyal Oren

James Wexler

Patrik Sundberg

Hector Yee

Michaela Hardt

Xiaobing Liu

Jacob Marcus

Alexander Mossin

Jonathan Terleski

Irene Chung

Gerardo Flores

Kurt Litsch

Gavin Duggan

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 system for supplementing items in an activity stream provides an item for display in an activity stream on a client device. The system also generates an interactive element based on a type of the client device, where the interactive element includes context information about the item. The system also arranges a user selectable control within the interactive element based on a type of the item, where the user selectable control is configured to initiate a response to the item. The system also provides the interactive element for display in association with the item in the activity stream on the client device.

Supplementing unsubscribed items in an activity stream

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San Mateo, CA, United States of America

Xiaomi Sun