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公开(公告)号:US12141420B2
公开(公告)日:2024-11-12
申请号:US17960367
申请日:2022-10-05
Inventor: Arun Innanje , Zheng Peng , Ziyan Wu , Qin Liu , Terrence Chen
IPC: G06T7/12 , G06F3/04842 , G06T11/00
Abstract: Click based contour editing includes detecting a selection input with respect to an image presented on a graphical user interface; designating an area of the image corresponding to the selection input as a region of interest; detecting at least one other selection input on the graphical user interface with respect to the image; determining if the at least one other selection input is within the region of interest or outside of the region of interest; and if the at least one other selection input is within the region of interest, excluding the portion of the image corresponding to the other input; or if the other selection input is outside of the region of interest, including the portion of the image corresponding to an area of the image associated with the other selection input.
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公开(公告)号:US20240118796A1
公开(公告)日:2024-04-11
申请号:US17960367
申请日:2022-10-05
Inventor: Arun Innanje , Zheng Peng , Ziyan Wu , Qin Liu , Terrence Chen
IPC: G06F3/04842 , G06T7/12 , G06T11/00
CPC classification number: G06F3/04842 , G06T7/12 , G06T11/00 , G06T2200/24 , G06T2210/12 , G06T2210/22
Abstract: Click based contour editing includes detecting a selection input with respect to an image presented on a graphical user interface; designating an area of the image corresponding to the selection input as a region of interest; detecting at least one other selection input on the graphical user interface with respect to the image; determining if the at least one other selection input is within the region of interest or outside of the region of interest; and if the at least one other selection input is within the region of interest, excluding the portion of the image corresponding to the other input; or if the other selection input is outside of the region of interest, including the portion of the image corresponding to an area of the image associated with the other selection input.
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公开(公告)号:US20230343438A1
公开(公告)日:2023-10-26
申请号:US17726369
申请日:2022-04-21
Inventor: Meng Zheng , Qin Liu , Srikrishna Karanam , Ziyan Wu
IPC: G16H30/40 , G06N3/04 , G06F40/169
CPC classification number: G16H30/40 , G06N3/04 , G06F40/169
Abstract: Described herein are systems, methods, and instrumentalities associated with automatic image annotation. The annotation may be performed based on one or more manually annotated first images of an object and a machine-learned (ML) model trained to extract first features from the one or more first images. To automatically annotate a second, un-annotated image of the object, the ML model may be used to extract second features from the second image, determine information that may be indicative of the characteristics of the object in the second image based on the first and second features, and generate an annotation of the object for the second image using the determined information. The images may be obtained from various sources including, for example, sensors and/or medical scanners, and the object of interest may include anatomical structures such as organs, tumors, etc. The annotated images may be used for multiple purposes including machine learning.
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公开(公告)号:US11735322B2
公开(公告)日:2023-08-22
申请号:US17806269
申请日:2022-06-09
Inventor: Minqing Zhang , Qin Liu , Dijia Wu , Yiqiang Zhan , Xiang Sean Zhou
IPC: G16H50/50 , G06T7/00 , G06T7/73 , G06T3/40 , G06T7/11 , G16H10/60 , G16H30/00 , G06V10/143 , G06V40/10
CPC classification number: G16H50/50 , G06T3/4007 , G06T7/0012 , G06T7/11 , G06T7/74 , G06V10/143 , G06V40/107 , G16H10/60 , G16H30/00 , G06T2207/20084 , G06T2207/20104 , G06T2207/30008
Abstract: Systems and methods for ossification center detection (OCD) and bone age assessment (BAA) may be provided. The method may include obtaining a bone age image of a subject. The method may include generating a normalized bone age image by preprocessing the bone age image. The method may include determining, based on the normalized bone age image, positions of a plurality of ossification centers using an ossification center localization (OCL) model. The method may include estimating, based on the normalized bone age image and information related to the positions of the plurality of ossification centers, a bone age of the subject using a bone age assessment (BAA) model.
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公开(公告)号:US11367181B2
公开(公告)日:2022-06-21
申请号:US16729302
申请日:2019-12-28
Inventor: Minqing Zhang , Qin Liu , Dijia Wu , Yiqiang Zhan , Xiang Sean Zhou
Abstract: Systems and methods for ossification center detection (OCD) and bone age assessment (BAA) may be provided. The method may include obtaining a bone age image of a subject. The method may include generating a normalized bone age image by preprocessing the bone age image. The method may include determining, based on the normalized bone age image, positions of a plurality of ossification centers using an ossification center localization (OCL) model. The method may include estimating, based on the normalized bone age image and information related to the positions of the plurality of ossification centers, a bone age of the subject using a bone age assessment (BAA) model.
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