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公开(公告)号：US11972350B2
公开(公告)日：2024-04-30
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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12.发明授权公开(公告)号：US11442614B2
公开(公告)日：2022-09-13
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: G06F3/04855 , 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.
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13.发明授权公开(公告)号：US10990266B2
公开(公告)日：2021-04-27
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 , 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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14.发明授权公开(公告)号：US12070323B2
公开(公告)日：2024-08-27
申请号：US17045318
申请日：2018-05-04
Applicant: Google LLC
Inventor： Katherine Chou , Michael Dwight Howell , Kasumi Widner , Ryan Rifkin , Henry George Wei , Daniel Ellis , Alvin Rajkomar , Aren Jansen , David Michael Parish , Michael Philip Brenner
CPC classification number: A61B5/4803 , A61B5/7264 , A61B5/7275 , G06N20/00 , G10L25/63 , G10L25/66
Abstract: The present disclosure provides systems and methods that generating health diagnostic information from an audio recording. A computing system can include a machine-learned health model comprising that includes a sound model trained to receive data descriptive of a patient audio recording and output sound description data. The computing system can include a diagnostic model trained to receive the sound description data and output a diagnostic score. The computing system can include at least one tangible, non-transitory computer-readable medium that stores instructions that, when executed, cause the processor to perform operations. The operations can include obtaining the patient audio recording; inputting data descriptive of the patient audio recording into the sound model; receiving, as an output of the sound model, the sound description data; inputting the sound description data into the diagnostic model; and receiving, as an output of the diagnostic model, the diagnostic score.
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15.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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Patent Agency Ranking
16.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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18.发明申请公开(公告)号：US20190121532A1
公开(公告)日：2019-04-25
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 , G16H10/20 , G10L15/26 , G06F17/27
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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19.发明申请公开(公告)号：US20240366148A1
公开(公告)日：2024-11-07
申请号：US18773046
申请日：2024-07-15
Applicant: Google LLC
Inventor： Katherine Chou , Michael Dwight Howell , Kasumi Widner , Ryan Rifkin , Henry George Wei , Daniel Ellis , Alvin Rajkomar , Aren Jansen , David Michael Parish , Michael Philip Brenner
Abstract: The present disclosure provides systems and methods that generating health diagnostic information from an audio recording. A computing system can include a machine-learned health model comprising that includes a sound model trained to receive data descriptive of a patient audio recording and output sound description data. The computing system can include a diagnostic model trained to receive the sound description data and output a diagnostic score. The computing system can include at least one tangible, non-transitory computer-readable medium that stores instructions that, when executed, cause the processor to perform operations. The operations can include obtaining the patient audio recording; inputting data descriptive of the patient audio recording into the sound model; receiving, as an output of the sound model, the sound description data; inputting the sound description data into the diagnostic model; and receiving, as an output of the diagnostic model, the diagnostic score.
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公开(公告)号：US20240242077A1
公开(公告)日：2024-07-18
申请号：US18618587
申请日：2024-03-27
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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