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公开(公告)号：US20210361227A1
公开(公告)日：2021-11-25
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
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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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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公开(公告)号：US20250103796A1
公开(公告)日：2025-03-27
申请号：US18846833
申请日：2023-02-23
Applicant: Google LLC
Inventor： Alvin Rajkomar , Eric Loreaux , Yuchen Liu , Ming-Jun Chen , Yi Zhang , Afroz Mohiuddin , Juraj Gottweis
IPC: G06F40/166 , G06V30/41 , G16H10/60 , G16H70/20
Abstract: Example embodiments relate to expanding textual content using transfer learning and iterative inference. An example method includes receiving, by a computing device, a snippet of text that contains one or more terms expressed using succinct representations. The method also includes performing an iterative expansion, by the computing device, using the snippet of text as an input snippet of text. The iterative expansion includes receiving, by the computing device, the input snippet of text. The iterative expansion also includes determining, by the computing device using a machine-learned model, a set of intermediate expanded snippets. Each of the intermediate expanded snippets has an associated score based on the machine-learned model. Additionally, the iterative expansion includes: (i) repeating, by the computing device, the iterative expansion using a first intermediate expanded snippet or a second intermediate expanded snippet as the input snippet or (ii) outputting the input snippet as a final expanded snippet.
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9.发明申请公开(公告)号：US20240377942A1
公开(公告)日：2024-11-14
申请号：US18777748
申请日：2024-07-19
Applicant: Google LLC
Inventor： Melissa Strader , William Ito , Christopher Co , Katherine Chou , Alvin Rajkomar , Rebecca Rolfe
IPC: 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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10.发明授权公开(公告)号：US12045456B2
公开(公告)日：2024-07-23
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 , G06F40/289 , G06F40/30 , G10L15/26 , G16H10/20
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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