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公开(公告)号：US20240303984A1
公开(公告)日：2024-09-12
申请号：US18281968
申请日：2022-03-18
发明人： Ricardo Sanchez-Matilla , Maria Ruxandra Robu , Imanol Luengo Muntion , Danail V. Stoyanov , David Owen , Maria Grammatikopoulou
IPC分类号： G06V20/40 , A61B90/00 , G06T7/20 , G06V10/25 , G06V10/62 , G06V10/774 , G06V10/80 , G06V10/82 , G06V20/20
CPC分类号： G06V20/41 , A61B90/37 , G06T7/20 , G06V10/25 , G06V10/62 , G06V10/774 , G06V10/806 , G06V10/82 , G06V20/20 , G06T2207/10016 , G06T2207/20081 , G06T2207/20084 , G06T2207/20104 , G06T2207/30004 , G06T2207/30201 , G06V2201/03
摘要： An aspect includes a computer-implemented method that predicts a proposed region of interest in an image from a video of a surgical procedure based on one or more contextual targets. An image adjustment is synthesized based on the proposed region of interest and the image. A modified visualization of the surgical procedure is generated by incorporating the image adjustment in a real-time output of the video of the surgical procedure. The video of the surgical procedure is displayed with the modified visualization.
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公开(公告)号：US20240206989A1
公开(公告)日：2024-06-27
申请号：US18561756
申请日：2022-03-18
发明人： Imanol Luengo Muntion , Danail Stoyanov , Andre Chow , Petros Giataganas , Maria Grammatikopoulou , Maria Ruxandra Robu
CPC分类号： A61B34/20 , G06V10/26 , G06V10/82 , G06V20/46 , A61B2034/2055 , A61B2034/2065 , G06V2201/034
摘要： An aspect includes a computer-implemented method that accesses input data including spatial data and/or sensor data temporally associated with a video stream of a surgical procedure. One or more machine-learning models predict a state of the surgical procedure based on the input data. The one or more machine-learning models detect one or more surgical instruments at least partially depicted in the video stream based on the input data. A state indicator and one or more surgical instrument indicators temporally correlated with the video stream are output. A first surgical instrument of the one or more surgical instruments is identified in the video stream, and a motion profile of the first surgical instrument is determined.
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公开(公告)号：US20240169579A1
公开(公告)日：2024-05-23
申请号：US18282655
申请日：2022-03-18
发明人： Imanol Luengo Muntion , Danail V. Stoyanov , Andre Chow , Petros Giataganas , David P. Owen , Maria Grammatikopoulou , Ricardo Sanchez-Matilla , Maria Ruxandra Robu
CPC分类号： G06T7/70 , A61B34/20 , A61B90/37 , G06T7/20 , G06T7/50 , G06T11/00 , G06V20/41 , A61B2034/2065 , G06T2207/10016 , G06T2207/20081 , G06T2207/30004 , G06V2201/034
摘要： A location of an anatomical structure in image(s) from a surgical procedure is predicted using machine learning. An image/video capture device such as an endoscope, a wearable camera, a stationary camera, etc., can be used to capture the image(s). A confidence score of the prediction of the machine learning is determined. A surgeon can be provided an augmented visualization of the surgical procedure by displaying one or more graphical overlays based on the findings of the machine learning to enhance the surgeon-s information.
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公开(公告)号：US20240161497A1
公开(公告)日：2024-05-16
申请号：US18282616
申请日：2022-03-18
发明人： Imanol Luengo Muntion , Danail V. Stoyanov , Andre Chow , Petros Giataganas , David P. Owen , Maria Grammatikopoulou , Ricardo Sanchez-Matilla , Maria Ruxandra Robu
IPC分类号： G06V20/40 , G06V10/774 , G16H20/40 , G16H30/40
CPC分类号： G06V20/41 , G06V10/774 , G06V20/46 , G16H20/40 , G16H30/40 , G06V2201/034
摘要： An aspect includes a computer-implemented method that accesses input data including spatial data and/or sensor data temporally associated with a video stream of a surgical procedure. One or more machine-learning models predict a state of the surgical procedure based on the input data. The one or more machine-learning models detect one or more surgical instruments at least partially depicted in the video stream based on the input data. A state indicator and one or more surgical instrument indicators temporally correlated with the video stream are output.
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