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公开(公告)号：US20230186090A1
公开(公告)日：2023-06-15
申请号：US18165021
申请日：2023-02-06
Applicant: Google LLC
Inventor： Ming Jack Po , Christopher Co , Katherine Chou
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.
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2.发明申请公开(公告)号：US20210216200A1
公开(公告)日：2021-07-15
申请号：US17215512
申请日：2021-03-29
Applicant: Google LLC
Inventor： Melissa Strader , William Ito , Christopher Co , Katherine Chou , Alvin Rajkomar , Rebecca Rolfe
IPC: G06F3/0485 , 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.
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3.发明申请公开(公告)号：US20200319787A1
公开(公告)日：2020-10-08
申请号：US16909115
申请日：2020-06-23
Applicant: Google LLC
Inventor： Melissa Strader , William Ito , Christopher Co , Katherine Chou , Alvin Rajkomar , Rebecca Rolfe
IPC: G06F3/0485 , G10L15/26 , G16H10/20 , 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.
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4.发明授权公开(公告)号：US11650732B2
公开(公告)日：2023-05-16
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: G06F3/00 , G06F3/04855 , G16H10/20 , G10L15/26 , G06F40/30 , G06F40/289 , G06F3/01
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.
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公开(公告)号：US20220115134A1
公开(公告)日：2022-04-14
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
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.
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Patent Agency Ranking
6.发明授权公开(公告)号：US10719222B2
公开(公告)日：2020-07-21
申请号：US15988657
申请日：2018-05-24
Applicant: Google LLC
Inventor： Melissa Strader , William Ito , Christopher Co , Katherine Chou , Alvin Rajkomar , Rebecca Rolfe
IPC: G06F3/0485 , G10L15/26 , G16H10/20 , 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.
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公开(公告)号：US20190122766A1
公开(公告)日：2019-04-25
申请号：US15988489
申请日：2018-05-24
Applicant: Google LLC
Inventor： Melissa Strader , William Ito , Christopher Co , Katherine Chou , Alvin Rajkomar , Rebecca Rolfe
Abstract: A method for automatically generating a note summarizing a conversation between a patient and a healthcare provider is disclosed. A workstation is provided with a tool for rendering an audio recording of the conversation and a display for displaying a transcript of the audio recording obtained from a speech-to-text engine. The display of the workstation includes first transcript region for display of the transcript and a second note region for simultaneous displaying of elements of a note summarizing the conversation. Words or phrases in the transcript related to medical topics relating to the patient are extracted with the aid of a trained machine learning model. The extracted words or phrases are highlighted in the transcript and displayed in the note region. Links or a mapping between the extracted words or phrases in the note region and the portions of the transcript from which the extracted words or phrases originated are provided whereby the source and accuracy of the extracted words or phrases in the note region can be verified by a user.
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8.发明申请公开(公告)号：US20230055094A1
公开(公告)日：2023-02-23
申请号：US17978790
申请日：2022-11-01
Applicant: Google LLC
Inventor： Christopher Co , Gang Li , Philip Chung , Justin Paul , Daniel Shing Shun Tse , Katherine Chou , Diana Jaunzeikare , Alvin Rajkomar
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 keystrokes or a combination thereof.
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9.发明授权公开(公告)号：US11521722B2
公开(公告)日：2022-12-06
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
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.
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公开(公告)号：US11227688B2
公开(公告)日：2022-01-18
申请号：US15988489
申请日：2018-05-24
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
Abstract: A method for automatically generating a note summarizing a conversation between a patient and a healthcare provider is disclosed. A workstation is provided with a tool for rendering an audio recording of the conversation and a display for displaying a transcript of the audio recording obtained from a speech-to-text engine. The display of the workstation includes first transcript region for display of the transcript and a second note region for simultaneous displaying of elements of a note summarizing the conversation. Words or phrases in the transcript related to medical topics relating to the patient are extracted with the aid of a trained machine learning model. The extracted words or phrases are highlighted in the transcript and displayed in the note region. Links or a mapping between the extracted words or phrases in the note region and the portions of the transcript from which the extracted words or phrases originated are provided whereby the source and accuracy of the extracted words or phrases in the note region can be verified by a user.
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