公开(公告)号：US20240112808A1

公开(公告)日：2024-04-04

申请号：US18540390

申请日：2023-12-14

Applicant: Google LLC

Inventor： Melissa Strader ,  William Ito ,  Christopher Co ,  Katherine Chou ,  Alvin Rajkomar ,  Rebecca Rolfe

IPC: G16H50/20 ,  G06F16/33 ,  G06F40/279 ,  G10L15/00 ,  G10L15/08 ,  G16H10/60 ,  G16H40/63 ,  G16H50/70

CPC classification number: G16H50/20 ,  G06F16/3344 ,  G06F40/279 ,  G10L15/00 ,  G10L15/005 ,  G10L15/08 ,  G16H10/60 ,  G16H40/63 ,  G16H50/70 ,  G10L17/00

Abstract: A computer-implemented method includes receiving, by a computing device, a particular textual description of a scene. The method also includes applying a neural network for text-to-image generation to generate an output image rendition of the scene, the neural network having been trained to cause two image renditions associated with a same textual description to attract each other and two image renditions associated with different textual descriptions to repel each other based on mutual information between a plurality of corresponding pairs, wherein the plurality of corresponding pairs comprise an image-to-image pair and a text-to-image pair. The method further includes predicting the output image rendition of the scene.

公开(公告)号：US11894140B2

公开(公告)日：2024-02-06

申请号：US17557391

申请日：2021-12-21

Applicant: Google LLC

Inventor： Melissa Strader ,  William Ito ,  Christopher Co ,  Katherine Chou ,  Alvin Rajkomar ,  Rebecca Rolfe

IPC: G16H50/20 ,  G16H10/60 ,  G06F16/33 ,  G16H50/70 ,  G16H40/63 ,  G10L15/00 ,  G10L15/08 ,  G06F40/279 ,  G10L17/00

CPC classification number: G16H50/20 ,  G06F16/3344 ,  G06F40/279 ,  G10L15/00 ,  G10L15/005 ,  G10L15/08 ,  G16H10/60 ,  G16H40/63 ,  G16H50/70 ,  G10L17/00 ,  G10L2015/088

Abstract: A computer-implemented method includes receiving, by a computing device, a particular textual description of a scene. The method also includes applying a neural network for text-to-image generation to generate an output image rendition of the scene, the neural network having been trained to cause two image renditions associated with a same textual description to attract each other and two image renditions associated with different textual descriptions to repel each other based on mutual information between a plurality of corresponding pairs, wherein the plurality of corresponding pairs comprise an image-to-image pair and a text-to-image pair. The method further includes predicting the output image rendition of the scene.

公开(公告)号：US20230315279A1

公开(公告)日：2023-10-05

申请号：US18133029

申请日：2023-04-11

Applicant: Google LLC

Inventor： Melissa Strader ,  William Ito ,  Christopher Co ,  Katherine Chou ,  Alvin Rajkomar ,  Rebecca Rolfe

IPC: G06F3/04855 ,  G16H10/20 ,  G10L15/26 ,  G06F40/30 ,  G06F40/289

CPC classification number: G06F3/04855 ,  G06F40/289 ,  G06F40/30 ,  G10L15/26 ,  G16H10/20

Abstract: A method and workstation for generating a transcript of a conversation between a patient and a healthcare practitioner is disclosed. A workstation is provided with a tool for rendering of an audio recording of the conversation and generating a display of a transcript of the audio recording using a speech-to-text engine, thereby enabling inspection of the accuracy of conversion of speech to text. A tool is provided for scrolling through the transcript and rendering the portion of the audio according to the position of the scrolling. There is a highlighting in the transcript of words or phrases spoken by the patient relating to symptoms, medications or other medically relevant concepts. Additionally, there is provided a set of transcript supplement tools enabling editing of specific portions of the transcript based on the content of the corresponding portion of audio recording.

公开(公告)号：US11574191B2

公开(公告)日：2023-02-07

申请号：US16905219

申请日：2020-06-18

Applicant: Google LLC

Inventor： Ming Jack Po ,  Christopher Co ,  Katherine Chou

IPC: G06N3/08 ,  G06N5/02 ,  G16H50/20 ,  G06Q50/22

Abstract: Systems and methods of predicting documentation associated with an encounter between attendees are provided. For instance, attendee data indicative of one or more previous visit notes associated with a first attendee can be obtained. The attendee data can be inputted into a machine-learned note prediction model that includes a neural network. The neural network can generate one or more context vectors descriptive of the attendee data. Data indicative of a predicted visit note can be received as output of the machine-learned note prediction model based at least in part on the context vectors. The predicted visit note can include a set of predicted information expected to be included in a subsequently generated visit note associated with the first attendee.

公开(公告)号：US20220391083A1

公开(公告)日：2022-12-08

申请号：US17819698

申请日：2022-08-15

Applicant: Google LLC

Inventor： Melissa Strader ,  William Ito ,  Christopher Co ,  Katherine Chou ,  Alvin Rajkomar ,  Rebecca Rolfe

IPC: G06F3/04855 ,  G16H10/20 ,  G10L15/26 ,  G06F40/30 ,  G06F40/289

Abstract: A method and workstation for generating a transcript of a conversation between a patient and a healthcare practitioner is disclosed. A workstation is provided with a tool for rendering of an audio recording of the conversation and generating a display of a transcript of the audio recording using a speech-to-text engine, thereby enabling inspection of the accuracy of conversion of speech to text. A tool is provided for scrolling through the transcript and rendering the portion of the audio according to the position of the scrolling. There is a highlighting in the transcript of words or phrases spoken by the patient relating to symptoms, medications or other medically relevant concepts. Additionally, there is provided a set of transcript supplement tools enabling editing of specific portions of the transcript based on the content of the corresponding portion of audio recording.

公开(公告)号：US20200152302A1

公开(公告)日：2020-05-14

申请号：US16612879

申请日：2017-10-20

Applicant: Google LLC

Inventor： Christopher Co ,  Gang Li ,  Philip Chung ,  Justin Paul ,  Daniel Shing Shun Tse ,  Katherine Chou ,  Diana Jaunzeikare ,  Alvin Rajkomar

IPC: G16H15/00 ,  G16H10/60 ,  G16H70/20 ,  H04M11/10 ,  G06N20/00

Abstract: A method and system is provided for assisting a user to assign a label to words or spans of text in a transcript of a conversation between a patient and a medical professional and form groupings of such labelled words or spans of text in the transcript. The transcript is displayed on an interface of a workstation. A tool is provided for highlighting spans of text in the transcript consisting of one or more words. Another tool is provided for assigning a label to the highlighted spans of text. This tool includes a feature enabling searching through a set of predefined labels available for assignment to the highlighted span of text. The predefined labels encode medical entities and attributes of the medical entities. The interface further includes a tool for creating groupings of related highlighted spans of texts. The tools can consist of mouse action or key strokes or a combination thereof.