公开(公告)号：US20190034589A1

公开(公告)日：2019-01-31

申请号：US15690703

申请日：2017-08-30

申请人： Google Inc.

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

IPC分类号： G06F19/00 ,  G06N3/08 ,  G06N3/04

摘要： 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：US20190034591A1

公开(公告)日：2019-01-31

申请号：US15690721

申请日：2017-08-30

申请人： Google Inc.

发明人： 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 Liu ,  Quoc Le ,  Xiaobing Liu ,  Yi Zhang

IPC分类号： G06F19/00 ,  G06N3/08 ,  G06N3/04

摘要： 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：US09513777B1

公开(公告)日：2016-12-06

申请号：US13756426

申请日：2013-01-31

申请人： Google Inc.

发明人： Irene Chung ,  Xiaomi Sun ,  Jonathan Terleski

IPC分类号： G06F3/048 ,  G06F17/30 ,  G06F3/00 ,  G06F3/0484

CPC分类号： G06F3/0484 ,  G06Q50/01

摘要： 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.

摘要翻译： 用于补充活动流中的项目的系统提供用于在客户端设备上的活动流中显示的项目。 该系统还基于客户端设备的类型生成交互式元素，其中交互元素包括关于该项目的上下文信息。 该系统还基于项目的类型在用户可选择的控制配置中发起对该项目的响应，在交互式元素内布置用户可选择的控制。 该系统还提供了与客户端设备上的活动流中的项目相关联的显示交互元素。